DataFrame
NO COMPARISON TARGET
777
ROWS
0
DUPLICATES
1.0 MB
RAM
159
FEATURES
87
CATEGORICAL
72
NUMERICAL
0
TEXT
2.1.3
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
numero_de_cliente
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
777
(100%)
ZEROES:
---
MAX
60.0M
95%
51.0M
Q3
39.0M
AVG
28.0M
MEDIAN
27.8M
Q1
17.1M
5%
6.2M
MIN
4.6M
RANGE
55.4M
IQR
21.9M
STD
13.8M
VAR
191.8T
KURT.
-0.898
SKEW
0.127
SUM
21.7B
2
foto_mes
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
3
active_quarter
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
4
cliente_vip
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
5
internet
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
6
cliente_edad
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
65
(8%)
ZEROES:
---
MAX
97.0
95%
73.2
Q3
60.0
AVG
48.8
MEDIAN
47.0
Q1
37.0
5%
29.0
MIN
22.0
RANGE
75.0
IQR
23.0
STD
14.4
VAR
206
KURT.
-0.592
SKEW
0.434
SUM
37,892
7
cliente_antiguedad
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
237
(31%)
ZEROES:
---
MAX
370
95%
280
Q3
161
AVG
110
MEDIAN
89
Q1
44
5%
13
MIN
1
RANGE
369
IQR
117
STD
82.3
VAR
6,777
KURT.
0.160
SKEW
0.924
SUM
85,615
8
mrentabilidad
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
767
(99%)
ZEROES:
10
(1%)
MAX
116k
95%
3k
Q3
2k
MEDIAN
1k
AVG
1k
Q1
0k
5%
-2k
MIN
-46k
RANGE
162k
IQR
1,729
STD
4,977
VAR
24.8M
KURT.
382
SKEW
14.9
SUM
750k
9
mrentabilidad_annual
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
773
(>99%)
ZEROES:
5
(<1%)
MAX
321k
95%
45k
Q3
20k
AVG
14k
MEDIAN
10k
Q1
3k
5%
-2k
MIN
-132k
RANGE
452k
IQR
16,846
STD
21,661
VAR
469.2M
KURT.
59.2
SKEW
4.55
SUM
10.8M
10
mcomisiones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
496
(64%)
ZEROES:
124
(16%)
MAX
11,719
95%
2,407
Q3
1,358
AVG
761
MEDIAN
638
Q1
20
5%
0
MIN
-8,631
RANGE
20,349
IQR
1,338
STD
1,275
VAR
1.6M
KURT.
18.1
SKEW
-1.02
SUM
592k
11
mactivos_margen
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
704
(91%)
ZEROES:
72
(9%)
MAX
98k
95%
1k
Q3
0k
MEDIAN
0k
AVG
-0k
Q1
-0k
5%
-2k
MIN
-46k
RANGE
144k
IQR
178
STD
4,107
VAR
16.9M
KURT.
438
SKEW
15.6
SUM
-73,117
12
mpasivos_margen
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
631
(81%)
ZEROES:
109
(14%)
MAX
9,899
95%
1,251
Q3
165
AVG
268
MEDIAN
30
Q1
1
5%
0
MIN
-1,570
RANGE
11,470
IQR
164
STD
876
VAR
768k
KURT.
52.0
SKEW
6.34
SUM
208k
13
cproductos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
10
(1%)
14
tpaquete1
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
15
tpaquete2
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
16
tpaquete3
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
tpaquete4
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
tcuentas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
ccuenta_corriente
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
20
mcuenta_corriente_adicional
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
21
mcuenta_corriente
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
525
(68%)
ZEROES:
249
(32%)
MAX
189k
95%
0k
Q3
0k
MEDIAN
-0k
AVG
-4k
Q1
-2k
5%
-16k
MIN
-527k
RANGE
716k
IQR
2,055
STD
27,173
VAR
738.4M
KURT.
253
SKEW
-13.8
SUM
-2.9M
22
ccaja_ahorro
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
23
mcaja_ahorro
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
546
(70%)
ZEROES:
227
(29%)
MAX
592k
95%
57k
Q3
4k
AVG
12k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-0k
RANGE
592k
IQR
4,312
STD
43,943
VAR
1.9B
KURT.
78.7
SKEW
7.96
SUM
8.9M
24
mcaja_ahorro_adicional
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
19
(2%)
ZEROES:
759
(98%)
MAX
209k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
209k
IQR
0.00
STD
7,582
VAR
57.5M
KURT.
745
SKEW
27.1
SUM
271k
25
mcaja_ahorro_dolares
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
189
(24%)
ZEROES:
513
(66%)
MAX
4.6M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
4.6M
IQR
11.9
STD
254k
VAR
64.3B
KURT.
238
SKEW
14.8
SUM
19.7M
26
mdescubierto_preacordado
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
27
mcuentas_saldo
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
729
(94%)
ZEROES:
44
(6%)
MAX
4.4M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
-0.0M
5%
-0.0M
MIN
-0.5M
RANGE
4.9M
IQR
4,468
STD
258k
VAR
66.6B
KURT.
201
SKEW
13.3
SUM
23.7M
28
ctarjeta_debito
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
29
ctarjeta_debito_transacciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
26
(3%)
ZEROES:
638
(82%)
MAX
40.0
95%
6.0
Q3
0.0
AVG
1.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
40.0
IQR
0.00
STD
3.87
VAR
15.0
KURT.
33.1
SKEW
5.30
SUM
840
30
mautoservicio
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
139
(18%)
ZEROES:
638
(82%)
MAX
172k
95%
13k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
172k
IQR
0.00
STD
10,551
VAR
111.3M
KURT.
122
SKEW
9.64
SUM
1.7M
31
ctarjeta_visa
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
32
ctarjeta_visa_transacciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
37
(5%)
ZEROES:
470
(60%)
MAX
91.0
95%
14.0
Q3
2.0
AVG
2.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
91.0
IQR
2.00
STD
6.93
VAR
48.0
KURT.
56.0
SKEW
6.15
SUM
2,039
33
mtarjeta_visa_consumo
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
305
(39%)
ZEROES:
470
(60%)
MAX
291k
95%
28k
Q3
3k
AVG
6k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
291k
IQR
2,615
STD
21,054
VAR
443.3M
KURT.
79.4
SKEW
7.96
SUM
4.6M
34
ctarjeta_master
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
35
ctarjeta_master_transacciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
14
(2%)
ZEROES:
701
(90%)
MAX
27.0
95%
2.0
Q3
0.0
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
27.0
IQR
0.00
STD
1.77
VAR
3.13
KURT.
105
SKEW
8.96
SUM
280
36
mtarjeta_master_consumo
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
73
(9%)
ZEROES:
701
(90%)
MAX
117k
95%
3k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
117k
IQR
0.00
STD
6,667
VAR
44.5M
KURT.
176
SKEW
12.1
SUM
774k
37
cprestamos_personales
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
13
(2%)
ZEROES:
711
(92%)
MAX
20.0
95%
1.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.0
IQR
0.00
STD
1.34
VAR
1.81
KURT.
106
SKEW
9.31
SUM
189
38
mprestamos_personales
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
67
(9%)
ZEROES:
711
(92%)
MAX
1.8M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.8M
IQR
0.00
STD
73,057
VAR
5.3B
KURT.
425
SKEW
18.8
SUM
6.5M
39
cprestamos_prendarios
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
40
mprestamos_prendarios
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
41
cprestamos_hipotecarios
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
42
mprestamos_hipotecarios
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
43
cplazo_fijo
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
44
mplazo_fijo_dolares
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
18
(2%)
ZEROES:
760
(98%)
MAX
2.8M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.8M
IQR
0.00
STD
114k
VAR
12.9B
KURT.
489
SKEW
21.0
SUM
6.3M
45
mplazo_fijo_pesos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
46
cinversion1
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
47
minversion1_pesos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
9
(1%)
48
minversion1_dolares
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
49
cinversion2
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
50
minversion2
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
51
cseguro_vida
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
52
cseguro_auto
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
53
cseguro_vivienda
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
54
cseguro_accidentes_personales
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
55
ccaja_seguridad
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
56
cpayroll_trx
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
57
mpayroll
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
29
(4%)
ZEROES:
749
(96%)
MAX
1.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.2M
IQR
0.00
STD
56,292
VAR
3.2B
KURT.
307
SKEW
16.5
SUM
4.3M
58
mpayroll2
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
59
cpayroll2_trx
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
60
ccuenta_debitos_automaticos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
11
(1%)
ZEROES:
642
(83%)
MAX
11.0
95%
2.0
Q3
0.0
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
0.00
STD
0.987
VAR
0.975
KURT.
37.1
SKEW
5.24
SUM
253
61
mcuenta_debitos_automaticos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
106
(14%)
ZEROES:
642
(83%)
MAX
95,073
95%
3,503
Q3
0
AVG
932
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
95,073
IQR
0.00
STD
5,340
VAR
28.5M
KURT.
151
SKEW
10.7
SUM
724k
62
ctarjeta_visa_debitos_automaticos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
12
(2%)
ZEROES:
542
(70%)
MAX
13.0
95%
4.0
Q3
1.0
AVG
0.7
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.0
IQR
1.00
STD
1.55
VAR
2.41
KURT.
13.6
SKEW
3.22
SUM
567
63
mttarjeta_visa_debitos_automaticos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
229
(29%)
ZEROES:
542
(70%)
MAX
66,790
95%
8,719
Q3
403
AVG
1,452
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
66,790
IQR
403
STD
4,962
VAR
24.6M
KURT.
64.0
SKEW
6.88
SUM
1.1M
64
ctarjeta_master_debitos_automaticos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
8
(1%)
65
mttarjeta_master_debitos_automaticos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
28
(4%)
ZEROES:
745
(96%)
MAX
25,818
95%
0
Q3
0
AVG
158
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
25,818
IQR
0.00
STD
1,352
VAR
1.8M
KURT.
198
SKEW
12.8
SUM
122k
66
cpagodeservicios
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
67
mpagodeservicios
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
68
cpagomiscuentas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
15
(2%)
ZEROES:
673
(87%)
MAX
23.0
95%
3.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
0.00
STD
1.92
VAR
3.68
KURT.
50.2
SKEW
6.20
SUM
400
69
mpagomiscuentas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
104
(13%)
ZEROES:
673
(87%)
MAX
182k
95%
14k
Q3
0k
AVG
3k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
182k
IQR
0.00
STD
12,881
VAR
165.9M
KURT.
88.6
SKEW
8.43
SUM
2.0M
70
ccajeros_propios_descuentos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
71
mcajeros_propios_descuentos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
72
ctarjeta_visa_descuentos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
73
mtarjeta_visa_descuentos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
74
ctarjeta_master_descuentos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
75
mtarjeta_master_descuentos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
76
ccomisiones_mantenimiento
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
8
(1%)
77
mcomisiones_mantenimiento
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
33
(4%)
ZEROES:
379
(49%)
MAX
3,029
95%
2,345
Q3
1,361
AVG
627
MEDIAN
0
Q1
0
5%
0
MIN
-9,616
RANGE
12,645
IQR
1,361
STD
1,261
VAR
1.6M
KURT.
16.3
SKEW
-2.73
SUM
487k
78
ccomisiones_otras
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
23
(3%)
ZEROES:
122
(16%)
MAX
49.0
95%
11.0
Q3
6.0
AVG
4.3
MEDIAN
4.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
49.0
IQR
4.00
STD
4.05
VAR
16.4
KURT.
22.1
SKEW
3.01
SUM
3,379
79
mcomisiones_otras
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
497
(64%)
ZEROES:
123
(16%)
MAX
11,719
95%
2,407
Q3
1,358
AVG
761
MEDIAN
638
Q1
20
5%
0
MIN
-8,631
RANGE
20,349
IQR
1,338
STD
1,275
VAR
1.6M
KURT.
18.1
SKEW
-1.02
SUM
591k
80
cforex
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
81
cforex_buy
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
82
mforex_buy
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
83
cforex_sell
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
84
mforex_sell
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
85
ctransferencias_recibidas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
19
(2%)
ZEROES:
442
(57%)
MAX
74.0
95%
5.0
Q3
1.0
AVG
1.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
74.0
IQR
1.00
STD
3.54
VAR
12.5
KURT.
241
SKEW
12.9
SUM
923
86
mtransferencias_recibidas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
268
(34%)
ZEROES:
442
(57%)
MAX
2.4M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
2.4M
IQR
8,190
STD
140k
VAR
19.7B
KURT.
136
SKEW
10.5
SUM
21.4M
87
ctransferencias_emitidas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
19
(2%)
ZEROES:
589
(76%)
MAX
22.0
95%
5.0
Q3
0.0
AVG
0.9
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
2.43
VAR
5.90
KURT.
23.5
SKEW
4.42
SUM
668
88
mtransferencias_emitidas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
176
(23%)
ZEROES:
589
(76%)
MAX
1.0M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.0M
IQR
0.00
STD
72,583
VAR
5.3B
KURT.
92.9
SKEW
8.42
SUM
12.6M
89
cextraccion_autoservicio
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
16
(2%)
ZEROES:
668
(86%)
MAX
32.0
95%
5.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
32.0
IQR
0.00
STD
2.35
VAR
5.53
KURT.
59.8
SKEW
6.55
SUM
492
90
mextraccion_autoservicio
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
87
(11%)
ZEROES:
668
(86%)
MAX
414k
95%
41k
Q3
0k
AVG
8k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
414k
IQR
0.00
STD
31,619
VAR
999.8M
KURT.
56.0
SKEW
6.63
SUM
5.8M
91
ccheques_depositados
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
92
mcheques_depositados
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
93
ccheques_emitidos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
94
mcheques_emitidos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
9
(1%)
95
ccheques_depositados_rechazados
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
96
mcheques_depositados_rechazados
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
97
ccheques_emitidos_rechazados
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
98
mcheques_emitidos_rechazados
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
99
tcallcenter
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
100
ccallcenter_transacciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
19
(2%)
ZEROES:
649
(84%)
MAX
31.0
95%
5.0
Q3
0.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
0.00
STD
2.74
VAR
7.49
KURT.
41.2
SKEW
5.61
SUM
623
101
thomebanking
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
102
chomebanking_transacciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
127
(16%)
ZEROES:
294
(38%)
MAX
329
95%
109
Q3
30
AVG
24
MEDIAN
6
Q1
0
5%
0
MIN
0
RANGE
329
IQR
30.0
STD
40.3
VAR
1,627
KURT.
10.5
SKEW
2.84
SUM
18,340
103
ccajas_transacciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
104
ccajas_consultas
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
10
(1%)
105
ccajas_depositos
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
106
ccajas_extracciones
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
107
ccajas_otras
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
108
catm_trx
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
15
(2%)
ZEROES:
683
(88%)
MAX
32.0
95%
4.0
Q3
0.0
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
32.0
IQR
0.00
STD
2.11
VAR
4.45
KURT.
83.2
SKEW
7.70
SUM
395
109
matm
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
72
(9%)
ZEROES:
683
(88%)
MAX
414k
95%
35k
Q3
0k
AVG
7k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
414k
IQR
0.00
STD
30,284
VAR
917.1M
KURT.
64.9
SKEW
7.14
SUM
5.2M
110
catm_trx_other
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
9
(1%)
111
matm_other
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
27
(3%)
ZEROES:
739
(95%)
MAX
212k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
212k
IQR
0.00
STD
8,621
VAR
74.3M
KURT.
471
SKEW
20.2
SUM
668k
112
ctrx_quarter
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
134
(17%)
ZEROES:
78
(10%)
MAX
420
95%
123
Q3
38
AVG
33
MEDIAN
17
Q1
7
5%
0
MIN
0
RANGE
420
IQR
31.0
STD
47.2
VAR
2,225
KURT.
15.6
SKEW
3.35
SUM
25,892
113
tmobile_app
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
114
cmobile_app_trx
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
115
Master_delinquency
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
2
(<1%)
116
Master_status
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
3
(<1%)
117
Master_mfinanciacion_limite
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
59
(8%)
ZEROES:
2
(<1%)
MAX
3.7M
95%
1.1M
Q3
0.4M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
291k
STD
517k
VAR
267.2B
KURT.
15.9
SKEW
3.69
SUM
189.0M
118
Master_Fvencimiento
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
69
(9%)
ZEROES:
---
MAX
824
95%
-180
Q3
-606
MEDIAN
-880
AVG
-1,017
Q1
-1,521
5%
-1,855
MIN
-2,220
RANGE
3,044
IQR
915
STD
558
VAR
311k
KURT.
-0.758
SKEW
-0.217
SUM
-583k
119
Master_Finiciomora
VALUES:
1
(<1%)
MISSING:
776
(>99%)
DISTINCT:
1
(<1%)
120
Master_msaldototal
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
134
(17%)
ZEROES:
439
(56%)
MAX
321k
95%
6k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-127k
RANGE
448k
IQR
0.00
STD
17,255
VAR
297.7M
KURT.
220
SKEW
10.7
SUM
840k
121
Master_msaldopesos
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
132
(17%)
ZEROES:
441
(57%)
MAX
305k
95%
6k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-130k
RANGE
434k
IQR
0.00
STD
16,582
VAR
275.0M
KURT.
213
SKEW
10.1
SUM
784k
122
Master_msaldodolares
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
15
(2%)
ZEROES:
559
(72%)
MAX
39,794
95%
0
Q3
0
AVG
98
MEDIAN
0
Q1
0
5%
0
MIN
-4,730
RANGE
44,523
IQR
0.00
STD
1,812
VAR
3.3M
KURT.
415
SKEW
19.7
SUM
56,414
123
Master_mconsumospesos
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
60
(8%)
ZEROES:
49
(6%)
MAX
92k
95%
22k
Q3
3k
AVG
4k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-12k
RANGE
105k
IQR
2,581
STD
11,132
VAR
123.9M
KURT.
36.5
SKEW
5.32
SUM
440k
124
Master_mconsumosdolares
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
9
(1%)
125
Master_mlimitecompra
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
56
(7%)
ZEROES:
---
MAX
4.1M
95%
1.3M
Q3
0.4M
AVG
0.4M
MEDIAN
0.2M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
4.1M
IQR
323k
STD
574k
VAR
329.7B
KURT.
15.9
SKEW
3.69
SUM
210.3M
126
Master_madelantopesos
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
1
(<1%)
127
Master_madelantodolares
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
1
(<1%)
128
Master_fultimo_cierre
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
5
(<1%)
129
Master_mpagado
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
22
(3%)
ZEROES:
552
(71%)
MAX
24,219
95%
0
Q3
0
AVG
163
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
24,219
IQR
0.00
STD
1,382
VAR
1.9M
KURT.
186
SKEW
12.6
SUM
93,191
130
Master_mpagospesos
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
89
(11%)
ZEROES:
23
(3%)
MAX
0k
95%
0k
Q3
-0k
MEDIAN
-1k
AVG
-13k
Q1
-7k
5%
-51k
MIN
-302k
RANGE
302k
IQR
6,402
STD
39,727
VAR
1.6B
KURT.
31.7
SKEW
-5.35
SUM
-1.4M
131
Master_mpagosdolares
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
9
(1%)
132
Master_fechaalta
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
507
(65%)
ZEROES:
---
MAX
7,451
95%
5,499
Q3
3,125
AVG
2,130
MEDIAN
1,668
Q1
740
5%
168
MIN
11
RANGE
7,440
IQR
2,385
STD
1,738
VAR
3.0M
KURT.
0.388
SKEW
0.997
SUM
1.2M
133
Master_mconsumototal
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
60
(8%)
ZEROES:
49
(6%)
MAX
92k
95%
22k
Q3
3k
AVG
4k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-12k
RANGE
105k
IQR
2,581
STD
11,132
VAR
123.9M
KURT.
36.5
SKEW
5.32
SUM
440k
134
Master_cconsumos
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
10
(1%)
135
Master_cadelantosefectivo
VALUES:
115
(15%)
MISSING:
662
(85%)
DISTINCT:
1
(<1%)
136
Master_mpagominimo
VALUES:
573
(74%)
MISSING:
204
(26%)
DISTINCT:
57
(7%)
ZEROES:
502
(65%)
MAX
65,836
95%
810
Q3
0
AVG
359
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
65,836
IQR
0.00
STD
3,317
VAR
11.0M
KURT.
284
SKEW
15.8
SUM
205k
137
Visa_delinquency
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
2
(<1%)
138
Visa_status
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
4
(<1%)
139
Visa_mfinanciacion_limite
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
57
(7%)
ZEROES:
2
(<1%)
MAX
3.7M
95%
1.1M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
3.7M
IQR
215k
STD
452k
VAR
204.4B
KURT.
18.4
SKEW
3.80
SUM
199.3M
140
Visa_Fvencimiento
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
76
(10%)
ZEROES:
---
MAX
0.0M
95%
-0.0M
Q3
-0.0M
MEDIAN
-0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.0M
MIN
-2.9M
RANGE
2.9M
IQR
884
STD
257k
VAR
66.3B
KURT.
123
SKEW
-11.2
SUM
-15.4M
141
Visa_Finiciomora
VALUES:
6
(<1%)
MISSING:
771
(>99%)
DISTINCT:
3
(<1%)
142
Visa_msaldototal
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
372
(48%)
ZEROES:
261
(34%)
MAX
560k
95%
33k
Q3
5k
AVG
8k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-32k
RANGE
592k
IQR
4,703
STD
35,373
VAR
1.3B
KURT.
131
SKEW
10.3
SUM
5.4M
143
Visa_msaldopesos
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
368
(47%)
ZEROES:
265
(34%)
MAX
587k
95%
38k
Q3
6k
AVG
9k
MEDIAN
0k
Q1
0k
5%
-0k
MIN
-37k
RANGE
624k
IQR
5,503
STD
33,435
VAR
1.1B
KURT.
161
SKEW
11.0
SUM
5.6M
144
Visa_msaldodolares
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
39
(5%)
ZEROES:
593
(76%)
MAX
290k
95%
0k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-10k
RANGE
300k
IQR
0.00
STD
14,616
VAR
213.6M
KURT.
297
SKEW
16.6
SUM
693k
145
Visa_mconsumospesos
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
282
(36%)
ZEROES:
90
(12%)
MAX
291k
95%
32k
Q3
8k
AVG
8k
MEDIAN
1k
Q1
0k
5%
0k
MIN
-1k
RANGE
291k
IQR
8,458
STD
23,476
VAR
551.1M
KURT.
70.7
SKEW
7.33
SUM
3.1M
146
Visa_mconsumosdolares
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
56
(7%)
ZEROES:
308
(40%)
MAX
3,710
95%
10
Q3
0
AVG
25
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,710
IQR
0.00
STD
238
VAR
56,781
KURT.
181
SKEW
12.9
SUM
9,254
147
Visa_mlimitecompra
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
54
(7%)
ZEROES:
---
MAX
4.1M
95%
1.2M
Q3
0.3M
AVG
0.3M
MEDIAN
0.2M
Q1
0.1M
5%
0.1M
MIN
0.0M
RANGE
4.1M
IQR
239k
STD
501k
VAR
251.1B
KURT.
18.5
SKEW
3.80
SUM
221.5M
148
Visa_madelantopesos
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
1
(<1%)
149
Visa_madelantodolares
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
1
(<1%)
150
Visa_fultimo_cierre
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
5
(<1%)
151
Visa_mpagado
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
49
(6%)
ZEROES:
588
(76%)
MAX
54,457
95%
1,629
Q3
0
AVG
667
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
54,457
IQR
0.00
STD
3,980
VAR
15.8M
KURT.
93.9
SKEW
8.80
SUM
424k
152
Visa_mpagospesos
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
345
(44%)
ZEROES:
30
(4%)
MAX
7k
95%
0k
Q3
-1k
MEDIAN
-5k
AVG
-16k
Q1
-16k
5%
-70k
MIN
-325k
RANGE
332k
IQR
15,020
STD
34,594
VAR
1.2B
KURT.
31.7
SKEW
-4.99
SUM
-6.0M
153
Visa_mpagosdolares
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
29
(4%)
ZEROES:
346
(45%)
MAX
3,159
95%
6
Q3
0
AVG
12
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
3,159
IQR
0.00
STD
166
VAR
27,600
KURT.
345
SKEW
18.3
SUM
4,558
154
Visa_fechaalta
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
578
(74%)
ZEROES:
---
MAX
11,140
95%
7,262
Q3
3,937
AVG
2,635
MEDIAN
1,906
Q1
1,128
5%
263
MIN
13
RANGE
11,127
IQR
2,809
STD
2,112
VAR
4.5M
KURT.
0.843
SKEW
1.13
SUM
1.7M
155
Visa_mconsumototal
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
282
(36%)
ZEROES:
90
(12%)
MAX
291k
95%
32k
Q3
8k
AVG
8k
MEDIAN
1k
Q1
0k
5%
0k
MIN
-1k
RANGE
291k
IQR
8,458
STD
23,476
VAR
551.1M
KURT.
70.7
SKEW
7.33
SUM
3.1M
156
Visa_cconsumos
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
25
(3%)
ZEROES:
90
(12%)
MAX
52.0
95%
11.2
Q3
5.0
AVG
3.4
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
52.0
IQR
4.00
STD
5.32
VAR
28.3
KURT.
24.3
SKEW
4.01
SUM
1,296
157
Visa_cadelantosefectivo
VALUES:
377
(49%)
MISSING:
400
(51%)
DISTINCT:
1
(<1%)
158
Visa_mpagominimo
VALUES:
636
(82%)
MISSING:
141
(18%)
DISTINCT:
172
(22%)
ZEROES:
335
(43%)
MAX
219k
95%
6k
Q3
1k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
219k
IQR
550
STD
15,407
VAR
237.4M
KURT.
148
SKEW
11.8
SUM
1.5M
159
clase_ternaria
VALUES:
777
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
numero_de_cliente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
-0.64
Visa_fechaalta
-0.55
cliente_edad
-0.45
Master_fechaalta
-0.44
Master_mconsumospesos
-0.17
Master_mconsumototal
-0.17
Visa_mfinanciacion_limite
-0.17
Visa_mlimitecompra
-0.16
Master_Fvencimiento
-0.16
ccomisiones_otras
-0.15
mttarjeta_visa_debitos_automaticos
-0.12
mttarjeta_master_debitos_automaticos
-0.12
mrentabilidad_annual
-0.12
ctarjeta_visa_debitos_automaticos
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.20
Master_fultimo_cierre
0.16
cproductos
0.16
ccaja_seguridad
0.16
Master_cconsumos
0.15
ctarjeta_master_debitos_automaticos
0.14
Visa_fultimo_cierre
0.13
minversion1_pesos
0.12
cpayroll_trx
0.12
mprestamos_prendarios
0.11
Master_status
0.11
Visa_status
0.11
ccomisiones_mantenimiento
0.11
Master_mconsumosdolares
0.11
MOST FREQUENT VALUES
4572841
1
0.1%
35719787
1
0.1%
34681443
1
0.1%
34741479
1
0.1%
34755010
1
0.1%
34846735
1
0.1%
34902775
1
0.1%
35008602
1
0.1%
35018894
1
0.1%
35050587
1
0.1%
35156015
1
0.1%
35206218
1
0.1%
35253706
1
0.1%
35265465
1
0.1%
35268714
1
0.1%
SMALLEST VALUES
4572841
1
0.1%
4721102
1
0.1%
4798734
1
0.1%
4940897
1
0.1%
4955198
1
0.1%
4967183
1
0.1%
4970613
1
0.1%
4988181
1
0.1%
5009641
1
0.1%
5013795
1
0.1%
5019113
1
0.1%
5112554
1
0.1%
5161167
1
0.1%
5178609
1
0.1%
5247909
1
0.1%
LARGEST VALUES
59986830
1
0.1%
59483277
1
0.1%
58011167
1
0.1%
57269337
1
0.1%
57212257
1
0.1%
57153277
1
0.1%
56819030
1
0.1%
56764992
1
0.1%
56740563
1
0.1%
56713219
1
0.1%
56670273
1
0.1%
56503140
1
0.1%
56443459
1
0.1%
56406200
1
0.1%
56361703
1
0.1%
foto_mes
MISSING:
---
TOP CATEGORIES
202010
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
foto_mes
PROVIDES INFORMATION ON...
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON foto_mes:
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
foto_mes
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
active_quarter
MISSING:
---
TOP CATEGORIES
1
650
84%
0
127
16%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
active_quarter
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON active_quarter:
thomebanking
0.11
cproductos
0.07
cmobile_app_trx
0.07
Master_fultimo_cierre
0.04
cseguro_accidentes_personales
0.04
Master_cconsumos
0.04
Visa_fultimo_cierre
0.03
tcuentas
0.03
mdescubierto_preacordado
0.02
catm_trx_other
0.02
ccajas_otras
0.02
ctarjeta_visa
0.02
ctarjeta_master_debitos_automaticos
0.02
ccaja_ahorro
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
active_quarter
CORRELATION RATIO WITH...
ccomisiones_otras
0.33
ctrx_quarter
0.29
Visa_fechaalta
0.23
chomebanking_transacciones
0.22
ctarjeta_visa_debitos_automaticos
0.20
Master_fechaalta
0.20
cliente_antiguedad
0.18
Visa_cconsumos
0.17
ctarjeta_visa_transacciones
0.16
ctransferencias_emitidas
0.15
mcomisiones
0.15
mcomisiones_otras
0.15
ccuenta_debitos_automaticos
0.14
ctransferencias_recibidas
0.14
cliente_vip
MISSING:
---
TOP CATEGORIES
0
775
>99%
1
2
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cliente_vip
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cliente_vip:
ctarjeta_debito
0.57
cproductos
0.22
Master_cconsumos
0.13
Visa_fultimo_cierre
0.07
thomebanking
0.06
tcallcenter
0.04
ctarjeta_visa
0.04
Master_fultimo_cierre
0.04
active_quarter
0.03
mdescubierto_preacordado
0.02
ccajas_transacciones
0.02
ccaja_ahorro
0.01
cseguro_accidentes_personales
0.01
ctarjeta_master
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cliente_vip
CORRELATION RATIO WITH...
cliente_edad
0.09
Visa_fechaalta
0.05
chomebanking_transacciones
0.05
Master_fechaalta
0.04
cliente_antiguedad
0.03
ctrx_quarter
0.03
mcomisiones_otras
0.03
mcomisiones
0.03
numero_de_cliente
0.03
ctarjeta_visa_debitos_automaticos
0.02
Visa_cconsumos
0.02
ctarjeta_visa_transacciones
0.02
ctransferencias_emitidas
0.02
ccomisiones_otras
0.02
internet
MISSING:
---
TOP CATEGORIES
0
713
92%
1
55
7%
2
9
1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
internet
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON internet:
Visa_Finiciomora
0.08
Visa_delinquency
0.07
Visa_fultimo_cierre
0.06
thomebanking
0.05
Master_fultimo_cierre
0.04
ccajas_consultas
0.04
cproductos
0.04
ctarjeta_visa
0.03
ccomisiones_mantenimiento
0.03
Master_mpagosdolares
0.02
ctarjeta_master
0.02
mcheques_emitidos
0.02
mcheques_emitidos_rechazados
0.02
Master_delinquency
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
internet
CORRELATION RATIO WITH...
cprestamos_personales
0.30
mrentabilidad_annual
0.15
mrentabilidad
0.14
mactivos_margen
0.14
Visa_mlimitecompra
0.12
Visa_mfinanciacion_limite
0.12
mttarjeta_master_debitos_automaticos
0.11
chomebanking_transacciones
0.11
Master_mlimitecompra
0.11
Master_mfinanciacion_limite
0.11
Visa_fechaalta
0.10
mcuenta_corriente
0.08
Master_fechaalta
0.08
ctransferencias_recibidas
0.08
cliente_edad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
numero_de_cliente
-0.45
cliente_antiguedad
0.35
Visa_fechaalta
0.32
Master_fechaalta
0.24
mrentabilidad_annual
0.17
Master_mfinanciacion_limite
0.11
Master_mlimitecompra
0.11
Visa_mfinanciacion_limite
0.10
Visa_mlimitecompra
0.10
ccuenta_debitos_automaticos
0.09
ccomisiones_otras
0.09
mcuenta_debitos_automaticos
0.08
ctarjeta_visa_debitos_automaticos
0.08
Master_mpagospesos
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.23
cseguro_vivienda
0.20
cproductos
0.19
cmobile_app_trx
0.16
ccaja_seguridad
0.16
Master_fultimo_cierre
0.15
ccaja_ahorro
0.12
catm_trx_other
0.12
tpaquete4
0.12
mcheques_emitidos
0.12
minversion1_pesos
0.12
Visa_fultimo_cierre
0.10
ctarjeta_master_debitos_automaticos
0.10
ccomisiones_mantenimiento
0.10
MOST FREQUENT VALUES
41
30
3.9%
45
29
3.7%
33
25
3.2%
36
24
3.1%
39
23
3.0%
40
22
2.8%
44
21
2.7%
38
21
2.7%
34
21
2.7%
50
20
2.6%
31
18
2.3%
57
18
2.3%
54
18
2.3%
37
18
2.3%
47
18
2.3%
SMALLEST VALUES
22
3
0.4%
23
2
0.3%
24
1
0.1%
25
4
0.5%
26
5
0.6%
27
6
0.8%
28
13
1.7%
29
17
2.2%
30
14
1.8%
31
18
2.3%
32
12
1.5%
33
25
3.2%
34
21
2.7%
35
16
2.1%
36
24
3.1%
LARGEST VALUES
97
1
0.1%
92
1
0.1%
87
1
0.1%
85
3
0.4%
84
2
0.3%
83
1
0.1%
81
2
0.3%
80
4
0.5%
79
1
0.1%
78
4
0.5%
76
4
0.5%
75
7
0.9%
74
8
1.0%
73
8
1.0%
72
10
1.3%
cliente_antiguedad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.84
Master_fechaalta
0.70
numero_de_cliente
-0.64
cliente_edad
0.35
ccomisiones_otras
0.27
Master_Fvencimiento
0.24
ctarjeta_visa_debitos_automaticos
0.18
mttarjeta_visa_debitos_automaticos
0.17
ccuenta_debitos_automaticos
0.15
mrentabilidad_annual
0.15
mcomisiones
0.14
mcomisiones_otras
0.14
Master_mconsumospesos
-0.13
Master_mconsumototal
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.26
Master_fultimo_cierre
0.21
cproductos
0.20
active_quarter
0.18
Visa_fultimo_cierre
0.18
ctarjeta_master_debitos_automaticos
0.16
Master_cconsumos
0.15
ccaja_seguridad
0.14
cseguro_accidentes_personales
0.14
minversion1_pesos
0.13
minversion2
0.13
Visa_status
0.12
Master_mconsumosdolares
0.12
cplazo_fijo
0.11
MOST FREQUENT VALUES
317
20
2.6%
38
16
2.1%
40
12
1.5%
51
11
1.4%
10
10
1.3%
55
10
1.3%
13
9
1.2%
56
9
1.2%
47
8
1.0%
39
8
1.0%
49
8
1.0%
48
8
1.0%
68
8
1.0%
37
8
1.0%
63
7
0.9%
SMALLEST VALUES
1
1
0.1%
3
5
0.6%
4
1
0.1%
6
3
0.4%
8
4
0.5%
9
4
0.5%
10
10
1.3%
11
2
0.3%
12
3
0.4%
13
9
1.2%
14
4
0.5%
15
7
0.9%
16
4
0.5%
17
4
0.5%
18
3
0.4%
LARGEST VALUES
370
5
0.6%
317
20
2.6%
311
1
0.1%
309
1
0.1%
303
1
0.1%
302
1
0.1%
300
1
0.1%
289
1
0.1%
287
1
0.1%
284
1
0.1%
283
1
0.1%
282
2
0.3%
281
3
0.4%
280
1
0.1%
276
1
0.1%
mrentabilidad
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mactivos_margen
0.94
mrentabilidad_annual
0.65
Master_msaldototal
-0.56
Master_msaldopesos
-0.56
Master_mpagominimo
-0.55
Visa_msaldopesos
-0.46
Visa_msaldototal
-0.37
cprestamos_personales
0.32
Master_mconsumospesos
-0.24
Master_mconsumototal
-0.24
Master_msaldodolares
-0.24
mcomisiones_mantenimiento
0.22
mtarjeta_master_consumo
-0.20
mpasivos_margen
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.34
ccomisiones_mantenimiento
0.23
ccajas_consultas
0.15
Master_cconsumos
0.14
internet
0.14
cseguro_accidentes_personales
0.12
cproductos
0.11
ccajas_otras
0.08
ctarjeta_master_debitos_automaticos
0.07
ccajas_depositos
0.07
cseguro_auto
0.07
ctarjeta_debito
0.07
Master_mpagosdolares
0.07
tpaquete1
0.06
MOST FREQUENT VALUES
0.0
10
1.3%
1235.34
2
0.3%
7795.72
1
0.1%
58.4
1
0.1%
1704.23
1
0.1%
-257.38
1
0.1%
69.86
1
0.1%
1810.8
1
0.1%
4490.4
1
0.1%
116.21
1
0.1%
-1078.98
1
0.1%
797.12
1
0.1%
15.63
1
0.1%
-8.9
1
0.1%
316.02
1
0.1%
SMALLEST VALUES
-45570.86
1
0.1%
-15287.98
1
0.1%
-14813.39
1
0.1%
-13035.59
1
0.1%
-11883.03
1
0.1%
-10846.57
1
0.1%
-8007.56
1
0.1%
-7903.87
1
0.1%
-7138.35
1
0.1%
-7004.75
1
0.1%
-6669.53
1
0.1%
-6339.7
1
0.1%
-5807.63
1
0.1%
-5525.99
1
0.1%
-5213.08
1
0.1%
LARGEST VALUES
116257.93
1
0.1%
13827.25
1
0.1%
12549.01
1
0.1%
10760.85
1
0.1%
8941.71
1
0.1%
8115.45
1
0.1%
7822.26
1
0.1%
7795.72
1
0.1%
7754.33
1
0.1%
7456.35
1
0.1%
7193.17
1
0.1%
7158.7
1
0.1%
6827.34
1
0.1%
6029.01
1
0.1%
5951.55
1
0.1%
mrentabilidad_annual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.65
mactivos_margen
0.57
mpasivos_margen
0.30
Master_msaldopesos
-0.28
cprestamos_personales
0.28
Master_msaldototal
-0.28
mprestamos_personales
0.25
Master_mpagospesos
-0.24
Master_mpagominimo
-0.23
mcaja_ahorro
0.23
Visa_mfinanciacion_limite
0.22
Visa_mlimitecompra
0.22
Master_mlimitecompra
0.21
Master_mfinanciacion_limite
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.26
cproductos
0.21
ccajas_depositos
0.20
mcheques_emitidos
0.20
ccaja_seguridad
0.17
ccheques_emitidos
0.16
cseguro_auto
0.15
internet
0.15
cseguro_vivienda
0.15
ctarjeta_master_debitos_automaticos
0.14
ccaja_ahorro
0.14
ctarjeta_visa
0.14
Master_cconsumos
0.14
minversion2
0.14
MOST FREQUENT VALUES
0.0
5
0.6%
174122.74
1
0.1%
3538.81
1
0.1%
7132.58
1
0.1%
2702.74
1
0.1%
18476.72
1
0.1%
1085.52
1
0.1%
16866.13
1
0.1%
10775.22
1
0.1%
-643.88
1
0.1%
-2289.69
1
0.1%
23932.11
1
0.1%
358.82
1
0.1%
22139.12
1
0.1%
4744.36
1
0.1%
SMALLEST VALUES
-131690.73
1
0.1%
-69926.59
1
0.1%
-38429.27
1
0.1%
-33576.94
1
0.1%
-29861.57
1
0.1%
-23933.39
1
0.1%
-23562.71
1
0.1%
-20454.81
1
0.1%
-19356.03
1
0.1%
-15788.36
1
0.1%
-13099.33
1
0.1%
-11884.89
1
0.1%
-10088.82
1
0.1%
-10022.45
1
0.1%
-10020.42
1
0.1%
LARGEST VALUES
320706.61
1
0.1%
174122.74
1
0.1%
102234.2
1
0.1%
101346.34
1
0.1%
94443.79
1
0.1%
91856.93
1
0.1%
88272.86
1
0.1%
85276.09
1
0.1%
85108.33
1
0.1%
84704.29
1
0.1%
82124.92
1
0.1%
80140.07
1
0.1%
79382.81
1
0.1%
76117.88
1
0.1%
68611.3
1
0.1%
mcomisiones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones_otras
1.00
mcomisiones_mantenimiento
0.86
ccomisiones_otras
0.31
Master_mpagospesos
-0.29
mttarjeta_visa_debitos_automaticos
0.24
Visa_msaldopesos
0.24
Visa_mconsumospesos
0.23
Visa_mconsumototal
0.23
ctarjeta_master_transacciones
0.23
Visa_cconsumos
0.23
mtarjeta_visa_consumo
0.22
ctrx_quarter
0.22
mtarjeta_master_consumo
0.21
ctarjeta_visa_debitos_automaticos
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
0.78
cseguro_auto
0.32
ccajas_depositos
0.31
Master_cconsumos
0.25
ccaja_seguridad
0.24
cproductos
0.22
Master_mconsumosdolares
0.21
catm_trx_other
0.19
Master_mpagosdolares
0.17
tpaquete3
0.17
ctarjeta_master_debitos_automaticos
0.17
cseguro_vivienda
0.16
ccajas_consultas
0.15
active_quarter
0.15
MOST FREQUENT VALUES
0.0
124
16.0%
1221.91
81
10.4%
1284.39
16
2.1%
1726.11
16
2.1%
62.47
12
1.5%
2350.95
7
0.9%
2413.42
6
0.8%
1228.89
4
0.5%
1076.1
4
0.5%
610.95
4
0.5%
1788.59
4
0.5%
1228.82
4
0.5%
5.35
3
0.4%
-6904.45
3
0.4%
1358.39
2
0.3%
SMALLEST VALUES
-8630.56
1
0.1%
-6904.45
3
0.4%
-6109.54
1
0.1%
-6047.06
1
0.1%
-5228.64
1
0.1%
-4701.9
1
0.1%
-3665.72
2
0.3%
-3452.22
1
0.1%
-2443.81
2
0.3%
-2406.93
1
0.1%
-2347.93
1
0.1%
-1726.11
1
0.1%
-1612.11
1
0.1%
-1552.76
1
0.1%
-1371.63
1
0.1%
LARGEST VALUES
11718.84
1
0.1%
6136.54
1
0.1%
4400.17
1
0.1%
4031.21
1
0.1%
3755.43
1
0.1%
3635.54
1
0.1%
3568.51
1
0.1%
3548.31
1
0.1%
3400.83
1
0.1%
3269.14
1
0.1%
3252.98
1
0.1%
3124.2
1
0.1%
3037.81
1
0.1%
2967.13
1
0.1%
2922.99
1
0.1%
mactivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad
0.94
Master_mpagominimo
-0.74
Visa_msaldopesos
-0.73
Master_msaldototal
-0.71
Master_msaldopesos
-0.70
Visa_msaldototal
-0.64
mrentabilidad_annual
0.57
Visa_mpagominimo
-0.33
cprestamos_personales
0.32
Master_msaldodolares
-0.31
Visa_mpagospesos
0.31
Master_mconsumospesos
-0.30
Master_mconsumototal
-0.30
mtarjeta_master_consumo
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.40
Master_cconsumos
0.20
ccajas_consultas
0.17
internet
0.14
cseguro_accidentes_personales
0.11
tpaquete1
0.10
ccajas_otras
0.10
Master_mpagosdolares
0.09
ccomisiones_mantenimiento
0.09
ccajas_extracciones
0.08
cproductos
0.08
ctarjeta_master_debitos_automaticos
0.08
Visa_fultimo_cierre
0.07
thomebanking
0.07
MOST FREQUENT VALUES
0.0
72
9.3%
36.52
2
0.3%
0.02
2
0.3%
4358.65
1
0.1%
-97.4
1
0.1%
59.71
1
0.1%
3.54
1
0.1%
2625.95
1
0.1%
-1.4
1
0.1%
-17.06
1
0.1%
101.85
1
0.1%
34.2
1
0.1%
-0.71
1
0.1%
-161.84
1
0.1%
30.11
1
0.1%
SMALLEST VALUES
-45821.37
1
0.1%
-13359.63
1
0.1%
-13159.65
1
0.1%
-12063.8
1
0.1%
-10117.86
1
0.1%
-7669.76
1
0.1%
-7388.45
1
0.1%
-5674.58
1
0.1%
-5291.5
1
0.1%
-5014.52
1
0.1%
-4934.65
1
0.1%
-4259.22
1
0.1%
-3923.09
1
0.1%
-3769.37
1
0.1%
-3747.18
1
0.1%
LARGEST VALUES
97859.15
1
0.1%
7267.62
1
0.1%
4946.42
1
0.1%
4859.66
1
0.1%
4358.65
1
0.1%
3633.69
1
0.1%
3358.4
1
0.1%
3034.6
1
0.1%
2872.95
1
0.1%
2861.96
1
0.1%
2625.95
1
0.1%
2384.2
1
0.1%
2250.37
1
0.1%
2234.81
1
0.1%
2212.73
1
0.1%
mpasivos_margen
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro
0.82
Master_mpagospesos
-0.73
Visa_mpagospesos
-0.52
Visa_mpagosdolares
0.44
Visa_mconsumospesos
0.44
Visa_mconsumototal
0.44
mtarjeta_visa_consumo
0.39
Visa_mconsumosdolares
0.37
ctrx_quarter
0.35
Visa_msaldodolares
0.34
Visa_cconsumos
0.34
ctransferencias_emitidas
0.31
Visa_msaldototal
0.31
mrentabilidad_annual
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
0.29
catm_trx_other
0.22
cpayroll_trx
0.21
ccajas_consultas
0.21
cmobile_app_trx
0.19
Master_mpagosdolares
0.19
Master_mconsumosdolares
0.19
cproductos
0.16
Master_cconsumos
0.16
ctarjeta_master_debitos_automaticos
0.15
cforex_sell
0.12
ccomisiones_mantenimiento
0.12
ccajas_otras
0.12
active_quarter
0.12
MOST FREQUENT VALUES
0.0
109
14.0%
0.01
7
0.9%
0.02
3
0.4%
3.59
3
0.4%
0.03
3
0.4%
0.06
3
0.4%
0.04
3
0.4%
0.1
3
0.4%
0.15
3
0.4%
1.14
3
0.4%
7.45
2
0.3%
3.07
2
0.3%
1.32
2
0.3%
19.02
2
0.3%
1.35
2
0.3%
SMALLEST VALUES
-1570.23
1
0.1%
-1404.88
1
0.1%
-1243.21
1
0.1%
-1043.73
1
0.1%
-565.93
1
0.1%
-498.71
1
0.1%
-397.21
1
0.1%
-338.25
1
0.1%
-308.83
1
0.1%
-301.79
1
0.1%
-294.45
1
0.1%
-240.45
1
0.1%
-197.85
1
0.1%
-194.01
1
0.1%
-152.89
1
0.1%
LARGEST VALUES
9899.32
1
0.1%
9474.8
1
0.1%
7830.7
1
0.1%
6572.32
1
0.1%
6564.28
1
0.1%
5932.27
1
0.1%
4769.2
1
0.1%
3971.03
1
0.1%
3709.12
1
0.1%
3601.95
1
0.1%
3415.0
1
0.1%
3385.83
1
0.1%
3369.0
1
0.1%
3345.07
1
0.1%
3313.39
1
0.1%
cproductos
MISSING:
---
TOP CATEGORIES
7
238
31%
6
230
30%
5
95
12%
8
93
12%
4
75
10%
9
25
3%
10
11
1%
11
8
1%
3
1
<1%
12
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cproductos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cproductos:
ctarjeta_visa
0.17
ctarjeta_master
0.17
Master_fultimo_cierre
0.14
Visa_fultimo_cierre
0.13
cseguro_accidentes_personales
0.04
mdescubierto_preacordado
0.04
cseguro_vivienda
0.03
ctarjeta_debito
0.03
cseguro_vida
0.02
Master_cconsumos
0.02
ccaja_seguridad
0.02
catm_trx_other
0.02
Visa_status
0.02
ccajas_consultas
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.90
ccomisiones_otras
0.52
Master_Fvencimiento
0.49
ctarjeta_visa_debitos_automaticos
0.42
Master_mfinanciacion_limite
0.38
Visa_mlimitecompra
0.38
Visa_mfinanciacion_limite
0.38
Master_mlimitecompra
0.38
Visa_fechaalta
0.38
Master_fechaalta
0.36
Visa_Fvencimiento
0.33
ctrx_quarter
0.33
ccuenta_debitos_automaticos
0.32
Visa_cconsumos
0.30
tpaquete1
MISSING:
---
TOP CATEGORIES
1
761
98%
2
16
2%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete1
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete1:
Master_fultimo_cierre
0.08
Master_cconsumos
0.07
ctarjeta_visa
0.06
Master_mconsumosdolares
0.05
mcheques_emitidos
0.05
ctarjeta_debito
0.05
cproductos
0.04
ctarjeta_master
0.04
Visa_Finiciomora
0.03
ccajas_depositos
0.03
internet
0.03
ccajas_otras
0.02
Visa_delinquency
0.02
Visa_fultimo_cierre
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete1
CORRELATION RATIO WITH...
mttarjeta_visa_debitos_automaticos
0.31
Visa_msaldopesos
0.26
Visa_mfinanciacion_limite
0.25
Visa_mlimitecompra
0.25
Master_mlimitecompra
0.24
Master_mfinanciacion_limite
0.24
mpagomiscuentas
0.24
Visa_msaldototal
0.22
Visa_Fvencimiento
0.21
mtransferencias_emitidas
0.21
Master_mpagominimo
0.20
Master_msaldototal
0.19
Master_msaldopesos
0.19
mtarjeta_visa_consumo
0.19
tpaquete2
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete2
PROVIDES INFORMATION ON...
foto_mes
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete2:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete2
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
tpaquete3
MISSING:
---
TOP CATEGORIES
0
768
99%
1
9
1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete3
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete3:
ccaja_ahorro
0.59
ccajas_depositos
0.25
cprestamos_prendarios
0.23
ccomisiones_mantenimiento
0.23
mprestamos_prendarios
0.19
cseguro_vivienda
0.14
cproductos
0.14
ccajas_consultas
0.13
ccajas_otras
0.10
cseguro_auto
0.09
ccajas_transacciones
0.09
ccaja_seguridad
0.08
Visa_fultimo_cierre
0.06
Master_fultimo_cierre
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete3
CORRELATION RATIO WITH...
mprestamos_personales
0.34
Visa_mpagado
0.23
Master_mpagospesos
0.18
mcomisiones_otras
0.17
mcomisiones
0.17
mautoservicio
0.16
mcuenta_debitos_automaticos
0.13
mpagomiscuentas
0.12
mrentabilidad_annual
0.10
ccomisiones_otras
0.10
ctarjeta_debito_transacciones
0.09
ccallcenter_transacciones
0.09
cpagomiscuentas
0.08
ccuenta_debitos_automaticos
0.07
tpaquete4
MISSING:
---
TOP CATEGORIES
0
752
97%
1
25
3%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tpaquete4
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tpaquete4:
ccaja_ahorro
0.80
catm_trx_other
0.06
cpayroll_trx
0.06
active_quarter
0.04
Master_mconsumosdolares
0.03
cinversion1
0.03
minversion1_pesos
0.03
mcheques_emitidos
0.03
Master_cconsumos
0.03
minversion1_dolares
0.03
ccomisiones_mantenimiento
0.03
ccajas_otras
0.03
cseguro_vivienda
0.03
ctarjeta_master_debitos_automaticos
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tpaquete4
CORRELATION RATIO WITH...
ctarjeta_debito_transacciones
0.30
mautoservicio
0.26
ctrx_quarter
0.20
Master_msaldodolares
0.18
cextraccion_autoservicio
0.17
ccomisiones_otras
0.16
ccuenta_debitos_automaticos
0.16
catm_trx
0.16
mpagomiscuentas
0.15
ctransferencias_recibidas
0.14
mtransferencias_recibidas
0.14
mtransferencias_emitidas
0.13
mcuenta_corriente
0.13
chomebanking_transacciones
0.12
tcuentas
MISSING:
---
TOP CATEGORIES
1
766
99%
2
11
1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcuentas
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tcuentas:
active_quarter
0.15
ccomisiones_mantenimiento
0.15
ctarjeta_debito
0.09
Master_fultimo_cierre
0.07
cproductos
0.05
thomebanking
0.04
ctarjeta_master
0.03
ccajas_consultas
0.02
ccaja_ahorro
0.02
Master_cconsumos
0.02
cseguro_vivienda
0.02
Visa_fultimo_cierre
0.02
ccajas_otras
0.02
ccajas_transacciones
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcuentas
CORRELATION RATIO WITH...
Master_Fvencimiento
0.16
cliente_antiguedad
0.11
ccomisiones_otras
0.10
ccallcenter_transacciones
0.10
Master_fechaalta
0.10
Visa_fechaalta
0.09
ctrx_quarter
0.08
mcomisiones
0.07
mcomisiones_otras
0.07
chomebanking_transacciones
0.06
mrentabilidad_annual
0.06
mcomisiones_mantenimiento
0.06
ctransferencias_emitidas
0.04
ctransferencias_recibidas
0.04
ccuenta_corriente
MISSING:
---
TOP CATEGORIES
1
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccuenta_corriente
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccuenta_corriente:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccuenta_corriente
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcuenta_corriente_adicional
MISSING:
---
TOP CATEGORIES
0.0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcuenta_corriente_adicional
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcuenta_corriente_adicional:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00
ctarjeta_debito
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcuenta_corriente_adicional
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcuenta_corriente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.12
mrentabilidad_annual
-0.12
ctrx_quarter
0.11
ccomisiones_otras
0.09
ctarjeta_visa_debitos_automaticos
0.09
catm_trx
0.08
ctransferencias_emitidas
0.08
cextraccion_autoservicio
0.08
Visa_Fvencimiento
-0.07
cprestamos_personales
-0.07
Master_Fvencimiento
0.06
matm
0.06
ctarjeta_debito_transacciones
0.06
mextraccion_autoservicio
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos
0.18
mdescubierto_preacordado
0.14
Visa_fultimo_cierre
0.14
tpaquete4
0.13
ctarjeta_visa
0.13
thomebanking
0.12
ctarjeta_debito
0.12
cproductos
0.11
ccaja_ahorro
0.11
Master_fultimo_cierre
0.10
cseguro_vida
0.10
ctarjeta_master
0.09
ccajas_consultas
0.09
ccajas_depositos
0.09
MOST FREQUENT VALUES
0.0
249
32.0%
-160.37
3
0.4%
-5505.49
2
0.3%
-284.29
2
0.3%
-2438.47
1
0.1%
-378.07
1
0.1%
-2114.57
1
0.1%
-125.43
1
0.1%
-333.9
1
0.1%
43.51
1
0.1%
-994.33
1
0.1%
169.25
1
0.1%
-3115.46
1
0.1%
-877.46
1
0.1%
-4544.47
1
0.1%
SMALLEST VALUES
-527308.25
1
0.1%
-420658.17
1
0.1%
-161766.99
1
0.1%
-116288.96
1
0.1%
-66891.63
1
0.1%
-58958.46
1
0.1%
-53748.24
1
0.1%
-52684.43
1
0.1%
-46519.69
1
0.1%
-38742.16
1
0.1%
-38300.35
1
0.1%
-38111.01
1
0.1%
-34941.21
1
0.1%
-34334.93
1
0.1%
-33759.98
1
0.1%
LARGEST VALUES
189096.95
1
0.1%
56923.38
1
0.1%
52749.29
1
0.1%
40186.37
1
0.1%
27831.01
1
0.1%
21172.02
1
0.1%
10803.05
1
0.1%
6251.73
1
0.1%
3502.68
1
0.1%
3330.45
1
0.1%
2709.21
1
0.1%
2395.82
1
0.1%
2340.0
1
0.1%
2327.16
1
0.1%
2006.31
1
0.1%
ccaja_ahorro
MISSING:
---
TOP CATEGORIES
2
710
91%
4
35
5%
3
30
4%
5
1
<1%
6
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_ahorro
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccaja_ahorro:
tpaquete4
0.31
tpaquete3
0.10
cproductos
0.07
ccomisiones_mantenimiento
0.05
ccajas_consultas
0.05
catm_trx_other
0.04
cpayroll_trx
0.03
cseguro_vivienda
0.03
ccajas_depositos
0.03
cprestamos_prendarios
0.03
mprestamos_prendarios
0.02
ccaja_seguridad
0.02
ccajas_transacciones
0.02
active_quarter
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
CORRELATION RATIO WITH...
matm_other
0.32
mautoservicio
0.30
ctarjeta_debito_transacciones
0.29
mcaja_ahorro_adicional
0.23
ctrx_quarter
0.20
mpagomiscuentas
0.19
ccuenta_debitos_automaticos
0.18
ccomisiones_otras
0.18
ctransferencias_emitidas
0.18
mcuenta_debitos_automaticos
0.17
mttarjeta_visa_debitos_automaticos
0.16
mprestamos_personales
0.16
ctransferencias_recibidas
0.16
Master_msaldodolares
0.15
mcaja_ahorro
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.82
Visa_mpagosdolares
0.54
Visa_mconsumosdolares
0.44
Visa_msaldodolares
0.40
Master_mpagospesos
-0.38
Visa_mconsumospesos
0.38
Visa_mconsumototal
0.38
Visa_mpagospesos
-0.36
mtarjeta_visa_consumo
0.31
ctransferencias_emitidas
0.29
mpayroll
0.29
mtransferencias_recibidas
0.29
mautoservicio
0.28
ctrx_quarter
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.26
ccajas_extracciones
0.26
catm_trx_other
0.23
ccajas_consultas
0.22
cproductos
0.18
cmobile_app_trx
0.17
mforex_sell
0.16
cforex_sell
0.15
minversion1_pesos
0.13
ccomisiones_mantenimiento
0.13
cforex
0.12
active_quarter
0.10
ccajas_otras
0.10
Visa_fultimo_cierre
0.10
MOST FREQUENT VALUES
0.0
227
29.2%
0.21
2
0.3%
0.8
2
0.3%
0.05
2
0.3%
0.32
2
0.3%
2.72
2
0.3%
202.55
1
0.1%
331.15
1
0.1%
1.06
1
0.1%
16996.85
1
0.1%
9789.58
1
0.1%
3122.61
1
0.1%
7275.87
1
0.1%
1473.97
1
0.1%
1225.23
1
0.1%
SMALLEST VALUES
-8.86
1
0.1%
0.0
227
29.2%
0.01
1
0.1%
0.02
1
0.1%
0.03
1
0.1%
0.05
2
0.3%
0.09
1
0.1%
0.1
1
0.1%
0.21
2
0.3%
0.24
1
0.1%
0.32
2
0.3%
0.4
1
0.1%
0.53
1
0.1%
0.69
1
0.1%
0.8
2
0.3%
LARGEST VALUES
592058.56
1
0.1%
484715.06
1
0.1%
412084.81
1
0.1%
381709.49
1
0.1%
371876.29
1
0.1%
224654.37
1
0.1%
210191.57
1
0.1%
209605.69
1
0.1%
173311.04
1
0.1%
169841.77
1
0.1%
167067.76
1
0.1%
151568.28
1
0.1%
149822.53
1
0.1%
145888.29
1
0.1%
144425.24
1
0.1%
mcaja_ahorro_adicional
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
0.13
ctarjeta_debito_transacciones
0.11
mautoservicio
0.09
cliente_edad
0.07
Master_Fvencimiento
-0.06
Master_fechaalta
-0.05
numero_de_cliente
0.05
Visa_fechaalta
-0.05
mrentabilidad_annual
0.04
Master_mconsumospesos
-0.04
Master_mconsumototal
-0.04
cliente_antiguedad
-0.03
ctrx_quarter
0.03
mrentabilidad
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_ahorro
0.23
ccajas_extracciones
0.17
ctarjeta_debito
0.14
ccajas_transacciones
0.09
Visa_status
0.08
Master_status
0.08
cproductos
0.05
ccomisiones_mantenimiento
0.04
Visa_fultimo_cierre
0.03
Master_fultimo_cierre
0.03
cmobile_app_trx
0.03
thomebanking
0.02
active_quarter
0.02
ctarjeta_master
0.01
MOST FREQUENT VALUES
0.0
759
97.7%
171.79
1
0.1%
2155.32
1
0.1%
209219.24
1
0.1%
23400.0
1
0.1%
1956.91
1
0.1%
15288.2
1
0.1%
284.48
1
0.1%
12.47
1
0.1%
3653.1
1
0.1%
8.36
1
0.1%
11019.57
1
0.1%
225.31
1
0.1%
607.73
1
0.1%
377.41
1
0.1%
SMALLEST VALUES
0.0
759
97.7%
0.43
1
0.1%
8.36
1
0.1%
12.47
1
0.1%
56.55
1
0.1%
171.79
1
0.1%
225.31
1
0.1%
245.31
1
0.1%
284.48
1
0.1%
377.41
1
0.1%
607.73
1
0.1%
1956.91
1
0.1%
2155.32
1
0.1%
2724.57
1
0.1%
3653.1
1
0.1%
LARGEST VALUES
209219.24
1
0.1%
23400.0
1
0.1%
15288.2
1
0.1%
11019.57
1
0.1%
3653.1
1
0.1%
2724.57
1
0.1%
2155.32
1
0.1%
1956.91
1
0.1%
607.73
1
0.1%
377.41
1
0.1%
284.48
1
0.1%
245.31
1
0.1%
225.31
1
0.1%
171.79
1
0.1%
56.55
1
0.1%
mcaja_ahorro_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuentas_saldo
0.96
mrentabilidad_annual
0.08
chomebanking_transacciones
0.06
Master_mconsumospesos
-0.05
Master_mconsumototal
-0.05
Visa_mpagospesos
-0.04
mcaja_ahorro
0.04
cliente_antiguedad
-0.04
mautoservicio
0.03
Master_Fvencimiento
0.03
mpasivos_margen
0.03
Master_mpagospesos
0.03
Visa_mconsumospesos
0.03
Visa_mconsumototal
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
0.10
mprestamos_hipotecarios
0.10
cproductos
0.08
Master_fultimo_cierre
0.06
catm_trx_other
0.06
Visa_fultimo_cierre
0.06
cpayroll_trx
0.05
ctarjeta_debito
0.05
active_quarter
0.04
thomebanking
0.03
internet
0.03
ccaja_ahorro
0.03
cseguro_accidentes_personales
0.03
ccajas_otras
0.02
MOST FREQUENT VALUES
0.0
513
66.0%
0.91
23
3.0%
1.83
9
1.2%
3.66
7
0.9%
6.41
6
0.8%
2.74
6
0.8%
85.23
4
0.5%
5.49
4
0.5%
4.58
4
0.5%
72.39
3
0.4%
71.48
3
0.4%
11.91
3
0.4%
10.08
3
0.4%
7.33
2
0.3%
18328.82
2
0.3%
SMALLEST VALUES
0.0
513
66.0%
0.91
23
3.0%
1.83
9
1.2%
2.74
6
0.8%
3.66
7
0.9%
4.58
4
0.5%
5.49
4
0.5%
6.41
6
0.8%
7.33
2
0.3%
8.24
1
0.1%
9.16
2
0.3%
10.08
3
0.4%
10.99
1
0.1%
11.91
3
0.4%
12.83
1
0.1%
LARGEST VALUES
4623097.15
1
0.1%
4032878.83
1
0.1%
2788477.35
1
0.1%
1290437.06
1
0.1%
1050008.73
1
0.1%
733212.45
1
0.1%
723878.5
1
0.1%
575147.44
1
0.1%
481325.86
1
0.1%
448893.02
1
0.1%
439212.65
1
0.1%
219220.04
1
0.1%
212623.5
1
0.1%
183299.22
1
0.1%
118263.97
1
0.1%
mdescubierto_preacordado
MISSING:
---
TOP CATEGORIES
1.17
655
84%
0.0
122
16%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mdescubierto_preacordado
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mdescubierto_preacordado:
ctarjeta_visa
0.17
ccajas_otras
0.17
Visa_fultimo_cierre
0.15
cproductos
0.14
ctarjeta_master
0.12
ccajas_transacciones
0.10
Master_fultimo_cierre
0.09
ccomisiones_mantenimiento
0.04
ccajas_consultas
0.03
Visa_status
0.02
active_quarter
0.02
Master_mconsumosdolares
0.02
Master_status
0.02
ctarjeta_master_debitos_automaticos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mdescubierto_preacordado
CORRELATION RATIO WITH...
Visa_fechaalta
0.21
Master_Fvencimiento
0.20
Master_fechaalta
0.16
mcuenta_corriente
0.14
Visa_mfinanciacion_limite
0.13
Visa_mlimitecompra
0.13
ccomisiones_otras
0.12
mprestamos_personales
0.12
Master_mfinanciacion_limite
0.11
Master_mlimitecompra
0.11
ctarjeta_visa_debitos_automaticos
0.10
ctarjeta_visa_transacciones
0.10
chomebanking_transacciones
0.10
mcomisiones_mantenimiento
0.09
mcuentas_saldo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcaja_ahorro_dolares
0.96
mcaja_ahorro
0.21
Visa_mpagosdolares
0.21
mpasivos_margen
0.19
Visa_mpagospesos
-0.17
Visa_mconsumospesos
0.17
Visa_mconsumototal
0.17
Visa_mconsumosdolares
0.16
mcuenta_corriente
0.12
mrentabilidad_annual
0.11
mpayroll
0.11
chomebanking_transacciones
0.10
Master_mpagospesos
-0.09
Visa_cconsumos
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
0.19
mprestamos_hipotecarios
0.19
cpayroll_trx
0.09
cproductos
0.09
Master_fultimo_cierre
0.08
catm_trx_other
0.08
Visa_fultimo_cierre
0.07
active_quarter
0.06
thomebanking
0.06
ccajas_consultas
0.06
ccajas_extracciones
0.05
Master_cconsumos
0.05
internet
0.04
cmobile_app_trx
0.04
MOST FREQUENT VALUES
0.0
44
5.7%
-1657.24
3
0.4%
-0.11
2
0.3%
-7054.55
2
0.3%
-2341.08
2
0.3%
-2781.46
1
0.1%
-2245.41
1
0.1%
0.92
1
0.1%
-2143.44
1
0.1%
-1296.27
1
0.1%
-1459.5
1
0.1%
4269.3
1
0.1%
103.76
1
0.1%
-161.82
1
0.1%
-1765.58
1
0.1%
SMALLEST VALUES
-527308.25
1
0.1%
-420652.01
1
0.1%
-161766.99
1
0.1%
-66891.63
1
0.1%
-62963.08
1
0.1%
-61845.13
1
0.1%
-56239.19
1
0.1%
-55069.79
1
0.1%
-47825.39
1
0.1%
-47132.56
1
0.1%
-40121.47
1
0.1%
-38742.16
1
0.1%
-38253.86
1
0.1%
-37957.51
1
0.1%
-37019.68
1
0.1%
LARGEST VALUES
4398753.87
1
0.1%
4051329.23
1
0.1%
2822123.81
1
0.1%
1429481.82
1
0.1%
1371856.04
1
0.1%
777621.14
1
0.1%
743211.6
1
0.1%
618573.13
1
0.1%
563273.41
1
0.1%
550625.69
1
0.1%
548740.28
1
0.1%
485039.07
1
0.1%
484135.94
1
0.1%
459214.69
1
0.1%
453988.66
1
0.1%
ctarjeta_debito
MISSING:
---
TOP CATEGORIES
1
481
62%
2
220
28%
3
55
7%
4
12
2%
0
5
<1%
5
3
<1%
8
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_debito
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_debito:
cproductos
0.04
Master_fultimo_cierre
0.03
Master_cconsumos
0.02
ccajas_consultas
0.02
ccajas_otras
0.02
mcheques_emitidos
0.02
Visa_fultimo_cierre
0.02
ctarjeta_master_debitos_automaticos
0.02
ctarjeta_visa
0.01
ccomisiones_mantenimiento
0.01
minversion1_pesos
0.01
minversion2
0.01
cliente_vip
0.01
catm_trx_other
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
CORRELATION RATIO WITH...
cliente_antiguedad
0.26
cliente_edad
0.23
Visa_fechaalta
0.21
numero_de_cliente
0.20
Master_fechaalta
0.19
ccuenta_debitos_automaticos
0.17
mcaja_ahorro_adicional
0.14
chomebanking_transacciones
0.13
Visa_Fvencimiento
0.13
ctrx_quarter
0.13
ccomisiones_otras
0.12
mcuenta_debitos_automaticos
0.12
mcuenta_corriente
0.12
mplazo_fijo_dolares
0.11
ctarjeta_debito_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mautoservicio
0.78
ctrx_quarter
0.59
ctransferencias_emitidas
0.45
cextraccion_autoservicio
0.38
catm_trx
0.32
ccomisiones_otras
0.32
ccuenta_debitos_automaticos
0.30
cpagomiscuentas
0.29
mextraccion_autoservicio
0.28
mpagomiscuentas
0.27
mtransferencias_emitidas
0.27
ctransferencias_recibidas
0.26
matm
0.26
mcuenta_debitos_automaticos
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
0.44
tpaquete4
0.30
ccaja_ahorro
0.29
cpayroll_trx
0.29
cmobile_app_trx
0.21
ccajas_extracciones
0.18
ccajas_depositos
0.18
cseguro_auto
0.18
ccajas_consultas
0.17
Master_cconsumos
0.17
ccajas_transacciones
0.16
ccaja_seguridad
0.14
ctarjeta_master_debitos_automaticos
0.14
cproductos
0.12
MOST FREQUENT VALUES
0
638
82.1%
1
43
5.5%
2
20
2.6%
4
15
1.9%
3
13
1.7%
5
7
0.9%
13
6
0.8%
8
4
0.5%
15
3
0.4%
6
3
0.4%
12
3
0.4%
23
3
0.4%
7
2
0.3%
9
2
0.3%
18
2
0.3%
SMALLEST VALUES
0
638
82.1%
1
43
5.5%
2
20
2.6%
3
13
1.7%
4
15
1.9%
5
7
0.9%
6
3
0.4%
7
2
0.3%
8
4
0.5%
9
2
0.3%
10
1
0.1%
11
2
0.3%
12
3
0.4%
13
6
0.8%
14
2
0.3%
LARGEST VALUES
40
1
0.1%
31
1
0.1%
28
1
0.1%
27
1
0.1%
25
1
0.1%
24
1
0.1%
23
3
0.4%
22
1
0.1%
20
1
0.1%
18
2
0.3%
15
3
0.4%
14
2
0.3%
13
6
0.8%
12
3
0.4%
11
2
0.3%
mautoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_debito_transacciones
0.78
ctrx_quarter
0.45
Master_mpagospesos
-0.31
ctransferencias_emitidas
0.31
cextraccion_autoservicio
0.30
mcuenta_debitos_automaticos
0.30
catm_trx
0.29
mpasivos_margen
0.28
mcaja_ahorro
0.28
ccuenta_debitos_automaticos
0.26
mpagomiscuentas
0.26
ccomisiones_otras
0.25
mextraccion_autoservicio
0.25
matm
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.44
cseguro_auto
0.43
ccaja_seguridad
0.32
ccaja_ahorro
0.30
tpaquete4
0.26
catm_trx_other
0.24
cpayroll_trx
0.22
cproductos
0.20
ccajas_extracciones
0.16
tpaquete3
0.16
ccajas_consultas
0.14
cmobile_app_trx
0.13
ccajas_otras
0.12
minversion1_pesos
0.12
MOST FREQUENT VALUES
0.0
638
82.1%
1836.9
2
0.3%
2528.31
1
0.1%
5656.59
1
0.1%
2345.34
1
0.1%
22971.32
1
0.1%
43.29
1
0.1%
2340.0
1
0.1%
8023.57
1
0.1%
15561.0
1
0.1%
3966.3
1
0.1%
4449.51
1
0.1%
7334.65
1
0.1%
18940.11
1
0.1%
66739.7
1
0.1%
SMALLEST VALUES
0.0
638
82.1%
0.4
1
0.1%
43.29
1
0.1%
154.44
1
0.1%
175.5
1
0.1%
234.0
1
0.1%
266.71
1
0.1%
292.5
1
0.1%
381.82
1
0.1%
386.1
1
0.1%
386.29
1
0.1%
412.54
1
0.1%
469.69
1
0.1%
520.65
1
0.1%
527.28
1
0.1%
LARGEST VALUES
172193.26
1
0.1%
128347.32
1
0.1%
83166.04
1
0.1%
69174.3
1
0.1%
66739.7
1
0.1%
52650.0
1
0.1%
51970.74
1
0.1%
51070.54
1
0.1%
38791.79
1
0.1%
38444.19
1
0.1%
36855.0
1
0.1%
35520.38
1
0.1%
33367.76
1
0.1%
31048.58
1
0.1%
30250.13
1
0.1%
ctarjeta_visa
MISSING:
---
TOP CATEGORIES
1
590
76%
0
178
23%
2
9
1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa:
Visa_fultimo_cierre
0.60
cproductos
0.49
ctarjeta_master
0.46
Master_fultimo_cierre
0.28
mdescubierto_preacordado
0.13
Visa_status
0.11
Master_status
0.09
ccomisiones_mantenimiento
0.03
ccajas_consultas
0.02
ctarjeta_debito
0.02
Master_cconsumos
0.02
internet
0.02
mcheques_emitidos
0.02
minversion1_pesos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
CORRELATION RATIO WITH...
Visa_Fvencimiento
0.59
Master_Fvencimiento
0.44
Visa_fechaalta
0.38
Master_fechaalta
0.30
mplazo_fijo_dolares
0.29
ctarjeta_visa_debitos_automaticos
0.29
Visa_mfinanciacion_limite
0.26
Visa_mlimitecompra
0.26
mpagomiscuentas
0.23
Master_mfinanciacion_limite
0.23
Master_mlimitecompra
0.23
Visa_cconsumos
0.23
mttarjeta_visa_debitos_automaticos
0.22
ctarjeta_visa_transacciones
0.22
ctarjeta_visa_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_cconsumos
0.82
mtarjeta_visa_consumo
0.72
Visa_msaldopesos
0.58
ctarjeta_visa_debitos_automaticos
0.56
Visa_msaldototal
0.55
ctrx_quarter
0.55
mttarjeta_visa_debitos_automaticos
0.54
Visa_mconsumospesos
0.53
Visa_mconsumototal
0.53
Visa_mpagospesos
-0.43
ccomisiones_otras
0.33
ctarjeta_master_transacciones
0.33
Visa_mpagominimo
0.33
mtarjeta_master_consumo
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
0.49
Master_cconsumos
0.39
ccajas_extracciones
0.35
Master_mconsumosdolares
0.34
catm_trx_other
0.33
cproductos
0.27
ctarjeta_master_debitos_automaticos
0.25
ctarjeta_visa
0.22
ccaja_seguridad
0.21
ctarjeta_master
0.20
Visa_fultimo_cierre
0.18
Master_fultimo_cierre
0.18
cmobile_app_trx
0.18
tpaquete1
0.17
MOST FREQUENT VALUES
0
470
60.5%
1
84
10.8%
2
47
6.0%
3
31
4.0%
5
22
2.8%
4
19
2.4%
6
12
1.5%
9
11
1.4%
7
10
1.3%
8
10
1.3%
16
7
0.9%
12
7
0.9%
13
6
0.8%
14
4
0.5%
10
4
0.5%
SMALLEST VALUES
0
470
60.5%
1
84
10.8%
2
47
6.0%
3
31
4.0%
4
19
2.4%
5
22
2.8%
6
12
1.5%
7
10
1.3%
8
10
1.3%
9
11
1.4%
10
4
0.5%
11
4
0.5%
12
7
0.9%
13
6
0.8%
14
4
0.5%
LARGEST VALUES
91
1
0.1%
75
1
0.1%
46
1
0.1%
45
1
0.1%
40
1
0.1%
38
1
0.1%
37
1
0.1%
35
1
0.1%
30
1
0.1%
28
1
0.1%
27
1
0.1%
25
1
0.1%
24
3
0.4%
23
1
0.1%
22
1
0.1%
mtarjeta_visa_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
0.95
Visa_mconsumototal
0.95
Visa_msaldototal
0.83
Visa_msaldopesos
0.72
ctarjeta_visa_transacciones
0.72
Visa_cconsumos
0.71
Visa_mconsumosdolares
0.71
Visa_mpagospesos
-0.70
Visa_msaldodolares
0.69
Visa_mpagominimo
0.64
mttarjeta_visa_debitos_automaticos
0.51
ctrx_quarter
0.50
Visa_mpagosdolares
0.49
mtarjeta_master_consumo
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.53
Master_cconsumos
0.47
Master_mpagosdolares
0.37
ccaja_seguridad
0.31
ccajas_extracciones
0.24
catm_trx_other
0.24
ctarjeta_master_debitos_automaticos
0.22
cproductos
0.19
tpaquete1
0.19
cmobile_app_trx
0.17
cseguro_auto
0.17
ccajas_depositos
0.16
ctarjeta_master
0.16
ctarjeta_visa
0.16
MOST FREQUENT VALUES
0.0
470
60.5%
702.0
2
0.3%
1764.93
2
0.3%
585.0
2
0.3%
100273.59
1
0.1%
9966.3
1
0.1%
19051.44
1
0.1%
160020.37
1
0.1%
11182.19
1
0.1%
1389.25
1
0.1%
1885.05
1
0.1%
1790.39
1
0.1%
23489.08
1
0.1%
19867.52
1
0.1%
653.64
1
0.1%
SMALLEST VALUES
0.0
470
60.5%
9.21
1
0.1%
15.79
1
0.1%
23.4
1
0.1%
29.19
1
0.1%
31.39
1
0.1%
31.69
1
0.1%
31.77
1
0.1%
58.5
1
0.1%
69.03
1
0.1%
74.9
1
0.1%
92.26
1
0.1%
98.66
1
0.1%
122.53
1
0.1%
143.8
1
0.1%
LARGEST VALUES
290621.79
1
0.1%
216467.84
1
0.1%
194046.79
1
0.1%
190523.89
1
0.1%
164699.21
1
0.1%
160020.37
1
0.1%
102101.43
1
0.1%
100273.59
1
0.1%
93544.83
1
0.1%
70221.21
1
0.1%
69394.8
1
0.1%
68748.06
1
0.1%
60036.29
1
0.1%
57530.16
1
0.1%
56717.97
1
0.1%
ctarjeta_master
MISSING:
---
TOP CATEGORIES
1
537
69%
0
236
30%
2
4
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master:
Master_fultimo_cierre
0.71
cproductos
0.45
ctarjeta_visa
0.43
Visa_fultimo_cierre
0.31
mdescubierto_preacordado
0.08
Master_status
0.08
Visa_status
0.08
Master_cconsumos
0.03
ccajas_consultas
0.02
ccomisiones_mantenimiento
0.02
thomebanking
0.01
ctarjeta_master_debitos_automaticos
0.01
tmobile_app
0.01
ccajas_otras
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master
CORRELATION RATIO WITH...
Master_Fvencimiento
0.63
Master_fechaalta
0.46
Visa_fechaalta
0.32
Master_mfinanciacion_limite
0.30
Master_mlimitecompra
0.30
Visa_mfinanciacion_limite
0.25
Visa_mlimitecompra
0.25
ctarjeta_visa_transacciones
0.20
Visa_cconsumos
0.19
ctarjeta_visa_debitos_automaticos
0.18
cprestamos_personales
0.16
mtarjeta_visa_consumo
0.16
chomebanking_transacciones
0.15
ctarjeta_master_transacciones
0.14
ctarjeta_master_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtarjeta_master_consumo
0.72
Master_mpagominimo
0.64
Master_msaldototal
0.51
Master_msaldopesos
0.51
Visa_msaldopesos
0.49
Visa_msaldototal
0.45
mtarjeta_visa_consumo
0.44
ctrx_quarter
0.39
cpagomiscuentas
0.34
ctarjeta_visa_transacciones
0.33
Visa_mconsumospesos
0.31
Visa_mconsumototal
0.31
Master_mconsumospesos
0.31
Master_mconsumototal
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
0.77
Master_mconsumosdolares
0.50
ctarjeta_master_debitos_automaticos
0.38
cseguro_vida
0.30
Master_mpagosdolares
0.20
ccajas_consultas
0.19
ccajas_otras
0.18
ctarjeta_master
0.14
cmobile_app_trx
0.13
cproductos
0.13
Master_fultimo_cierre
0.12
tpaquete1
0.11
ccajas_transacciones
0.11
cseguro_auto
0.11
MOST FREQUENT VALUES
0
701
90.2%
1
31
4.0%
2
13
1.7%
4
9
1.2%
3
5
0.6%
6
4
0.5%
8
3
0.4%
5
3
0.4%
10
2
0.3%
9
2
0.3%
22
1
0.1%
7
1
0.1%
15
1
0.1%
27
1
0.1%
SMALLEST VALUES
0
701
90.2%
1
31
4.0%
2
13
1.7%
3
5
0.6%
4
9
1.2%
5
3
0.4%
6
4
0.5%
7
1
0.1%
8
3
0.4%
9
2
0.3%
10
2
0.3%
15
1
0.1%
22
1
0.1%
27
1
0.1%
LARGEST VALUES
27
1
0.1%
22
1
0.1%
15
1
0.1%
10
2
0.3%
9
2
0.3%
8
3
0.4%
7
1
0.1%
6
4
0.5%
5
3
0.4%
4
9
1.2%
3
5
0.6%
2
13
1.7%
1
31
4.0%
0
701
90.2%
mtarjeta_master_consumo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.78
Master_mconsumototal
0.78
Master_mpagominimo
0.77
ctarjeta_master_transacciones
0.72
Master_msaldototal
0.70
Master_msaldopesos
0.68
Visa_msaldopesos
0.57
Visa_msaldototal
0.54
mtarjeta_visa_consumo
0.45
Master_msaldodolares
0.44
Visa_mpagospesos
-0.39
ctrx_quarter
0.37
Visa_mconsumospesos
0.36
Visa_mconsumototal
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.70
Master_cconsumos
0.51
ctarjeta_master_debitos_automaticos
0.24
cseguro_vida
0.18
Master_mpagosdolares
0.17
tpaquete1
0.15
cmobile_app_trx
0.13
cseguro_auto
0.12
ccajas_consultas
0.11
ccajas_depositos
0.11
ccajas_otras
0.11
ctarjeta_master
0.10
Master_fultimo_cierre
0.09
cproductos
0.09
MOST FREQUENT VALUES
0.0
701
90.2%
520.65
5
0.6%
1403.22
1
0.1%
13936.25
1
0.1%
6066.45
1
0.1%
11870.65
1
0.1%
8799.65
1
0.1%
6118.99
1
0.1%
1467.36
1
0.1%
39920.17
1
0.1%
274.01
1
0.1%
100.59
1
0.1%
5026.76
1
0.1%
3143.39
1
0.1%
1772.08
1
0.1%
SMALLEST VALUES
0.0
701
90.2%
2.34
1
0.1%
100.59
1
0.1%
153.57
1
0.1%
230.13
1
0.1%
274.01
1
0.1%
280.39
1
0.1%
326.43
1
0.1%
464.95
1
0.1%
520.65
5
0.6%
556.93
1
0.1%
708.03
1
0.1%
716.69
1
0.1%
1052.27
1
0.1%
1069.7
1
0.1%
LARGEST VALUES
117348.18
1
0.1%
92428.83
1
0.1%
61810.1
1
0.1%
39920.17
1
0.1%
31389.57
1
0.1%
29932.41
1
0.1%
29929.84
1
0.1%
26990.62
1
0.1%
23563.62
1
0.1%
22060.5
1
0.1%
21742.21
1
0.1%
20732.89
1
0.1%
14349.65
1
0.1%
13936.25
1
0.1%
13281.93
1
0.1%
cprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mprestamos_personales
0.35
mactivos_margen
0.32
mrentabilidad
0.32
mrentabilidad_annual
0.28
Master_mpagospesos
-0.15
Visa_mfinanciacion_limite
-0.08
Visa_mlimitecompra
-0.07
Master_mfinanciacion_limite
-0.07
mcuenta_corriente
-0.07
Master_mconsumospesos
-0.07
Master_mconsumototal
-0.07
Master_mlimitecompra
-0.07
mcuenta_debitos_automaticos
0.06
chomebanking_transacciones
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_consultas
0.53
internet
0.30
Master_fultimo_cierre
0.17
ctarjeta_master
0.16
Visa_fultimo_cierre
0.16
ctarjeta_visa
0.15
Visa_status
0.14
Master_status
0.14
thomebanking
0.14
cproductos
0.12
cpayroll_trx
0.11
mcheques_emitidos
0.10
cseguro_accidentes_personales
0.09
active_quarter
0.06
MOST FREQUENT VALUES
0
711
91.5%
1
41
5.3%
2
8
1.0%
8
3
0.4%
4
2
0.3%
5
2
0.3%
7
2
0.3%
6
2
0.3%
3
2
0.3%
17
1
0.1%
20
1
0.1%
12
1
0.1%
9
1
0.1%
SMALLEST VALUES
0
711
91.5%
1
41
5.3%
2
8
1.0%
3
2
0.3%
4
2
0.3%
5
2
0.3%
6
2
0.3%
7
2
0.3%
8
3
0.4%
9
1
0.1%
12
1
0.1%
17
1
0.1%
20
1
0.1%
LARGEST VALUES
20
1
0.1%
17
1
0.1%
12
1
0.1%
9
1
0.1%
8
3
0.4%
7
2
0.3%
6
2
0.3%
5
2
0.3%
4
2
0.3%
3
2
0.3%
2
8
1.0%
1
41
5.3%
0
711
91.5%
mprestamos_personales
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mpagospesos
-0.69
cprestamos_personales
0.35
ccallcenter_transacciones
0.30
Visa_mpagospesos
-0.25
mrentabilidad_annual
0.25
Visa_cconsumos
0.17
mpasivos_margen
0.14
ccomisiones_otras
0.14
mcomisiones_otras
0.13
mcomisiones
0.13
cpagomiscuentas
0.11
ctarjeta_debito_transacciones
0.11
mrentabilidad
0.11
Visa_mconsumospesos
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_consultas
0.87
ccajas_otras
0.61
ccomisiones_mantenimiento
0.42
tpaquete3
0.34
ccajas_depositos
0.28
ccajas_extracciones
0.18
Master_mpagosdolares
0.17
ccaja_ahorro
0.16
cseguro_vivienda
0.13
mdescubierto_preacordado
0.12
ctarjeta_visa
0.12
Master_status
0.12
cproductos
0.12
Visa_status
0.12
MOST FREQUENT VALUES
0.0
711
91.5%
28013.42
1
0.1%
147784.77
1
0.1%
11571.52
1
0.1%
4706.04
1
0.1%
73339.21
1
0.1%
37728.28
1
0.1%
67071.59
1
0.1%
53321.5
1
0.1%
28657.4
1
0.1%
7813.01
1
0.1%
67580.48
1
0.1%
10603.63
1
0.1%
57731.74
1
0.1%
212978.83
1
0.1%
SMALLEST VALUES
0.0
711
91.5%
878.54
1
0.1%
1291.78
1
0.1%
1579.93
1
0.1%
2339.64
1
0.1%
2353.09
1
0.1%
2884.74
1
0.1%
2965.91
1
0.1%
3608.58
1
0.1%
3614.9
1
0.1%
4484.82
1
0.1%
4523.86
1
0.1%
4706.04
1
0.1%
5791.0
1
0.1%
6029.84
1
0.1%
LARGEST VALUES
1751533.29
1
0.1%
571459.59
1
0.1%
409900.4
1
0.1%
351000.0
1
0.1%
336434.75
1
0.1%
285998.16
1
0.1%
212978.83
1
0.1%
190433.25
1
0.1%
180339.74
1
0.1%
174152.1
1
0.1%
151419.45
1
0.1%
148614.25
1
0.1%
147784.77
1
0.1%
132623.46
1
0.1%
122140.04
1
0.1%
cprestamos_prendarios
MISSING:
---
TOP CATEGORIES
0
770
>99%
1
5
<1%
2
2
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_prendarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_prendarios:
mprestamos_prendarios
0.55
tpaquete3
0.26
ccomisiones_mantenimiento
0.17
ccaja_ahorro
0.16
cproductos
0.14
mcheques_emitidos
0.12
mcheques_emitidos_rechazados
0.12
Master_fultimo_cierre
0.09
ccheques_emitidos_rechazados
0.09
ccajas_consultas
0.08
ccajas_otras
0.07
Visa_fultimo_cierre
0.06
ccheques_emitidos
0.05
ccajas_depositos
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_prendarios
CORRELATION RATIO WITH...
Visa_mpagado
0.20
cliente_antiguedad
0.10
mcomisiones_mantenimiento
0.08
Visa_fechaalta
0.08
Master_fechaalta
0.08
numero_de_cliente
0.08
mcomisiones_otras
0.07
mcomisiones
0.07
Master_Fvencimiento
0.07
Master_mpagospesos
0.06
cliente_edad
0.05
ccomisiones_otras
0.05
chomebanking_transacciones
0.04
Visa_mlimitecompra
0.04
mprestamos_prendarios
MISSING:
---
TOP CATEGORIES
0.0
773
>99%
328025.59
1
<1%
240628.3
1
<1%
268547.44
1
<1%
65077.43
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mprestamos_prendarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mprestamos_prendarios:
cprestamos_prendarios
0.80
tpaquete3
0.30
ccomisiones_mantenimiento
0.28
cproductos
0.22
ccaja_ahorro
0.21
ctarjeta_debito
0.11
cmobile_app_trx
0.11
thomebanking
0.08
Master_fultimo_cierre
0.08
Visa_fultimo_cierre
0.07
ctarjeta_master
0.05
ctarjeta_visa
0.04
tcallcenter
0.02
active_quarter
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mprestamos_prendarios
CORRELATION RATIO WITH...
numero_de_cliente
0.11
Master_Fvencimiento
0.11
mcomisiones_mantenimiento
0.09
cliente_antiguedad
0.08
cliente_edad
0.08
mcomisiones_otras
0.07
mcomisiones
0.07
Visa_fechaalta
0.06
chomebanking_transacciones
0.06
Master_fechaalta
0.06
ccomisiones_otras
0.05
ctarjeta_visa_debitos_automaticos
0.03
ctrx_quarter
0.03
Visa_cconsumos
0.03
cprestamos_hipotecarios
MISSING:
---
TOP CATEGORIES
0
776
>99%
1
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cprestamos_hipotecarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mprestamos_hipotecarios
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON cprestamos_hipotecarios:
mprestamos_hipotecarios
1.00
ccajas_consultas
0.47
ccajas_extracciones
0.41
cproductos
0.28
ccajas_transacciones
0.26
tcallcenter
0.24
ccomisiones_mantenimiento
0.10
Master_fultimo_cierre
0.08
cmobile_app_trx
0.07
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
thomebanking
0.05
ctarjeta_master
0.05
ctarjeta_visa
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cprestamos_hipotecarios
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.24
mcuentas_saldo
0.19
matm
0.17
mextraccion_autoservicio
0.16
mpasivos_margen
0.11
mcaja_ahorro_dolares
0.10
catm_trx
0.09
cextraccion_autoservicio
0.08
mcaja_ahorro
0.08
chomebanking_transacciones
0.06
mcomisiones_otras
0.06
mcomisiones
0.06
mcomisiones_mantenimiento
0.06
Visa_mlimitecompra
0.05
mprestamos_hipotecarios
MISSING:
---
TOP CATEGORIES
0.0
776
>99%
161287.03
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mprestamos_hipotecarios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
cprestamos_hipotecarios
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON mprestamos_hipotecarios:
cprestamos_hipotecarios
1.00
ccajas_consultas
0.47
ccajas_extracciones
0.41
cproductos
0.28
ccajas_transacciones
0.26
tcallcenter
0.24
ccomisiones_mantenimiento
0.10
Master_fultimo_cierre
0.08
cmobile_app_trx
0.07
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
thomebanking
0.05
ctarjeta_master
0.05
ctarjeta_visa
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mprestamos_hipotecarios
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.24
mcuentas_saldo
0.19
matm
0.17
mextraccion_autoservicio
0.16
mpasivos_margen
0.11
mcaja_ahorro_dolares
0.10
catm_trx
0.09
cextraccion_autoservicio
0.08
mcaja_ahorro
0.08
chomebanking_transacciones
0.06
mcomisiones_otras
0.06
mcomisiones
0.06
mcomisiones_mantenimiento
0.06
Visa_mlimitecompra
0.05
cplazo_fijo
MISSING:
---
TOP CATEGORIES
0
760
98%
1
16
2%
2
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cplazo_fijo
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cplazo_fijo:
cproductos
0.28
Visa_fultimo_cierre
0.06
mforex_sell
0.05
catm_trx_other
0.05
minversion1_pesos
0.05
thomebanking
0.05
active_quarter
0.04
Master_fultimo_cierre
0.04
ccaja_ahorro
0.03
ccajas_consultas
0.03
ccomisiones_mantenimiento
0.02
internet
0.02
ctarjeta_debito
0.01
ctarjeta_visa
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cplazo_fijo
CORRELATION RATIO WITH...
mplazo_fijo_dolares
0.48
catm_trx
0.12
cliente_antiguedad
0.11
cextraccion_autoservicio
0.11
mrentabilidad_annual
0.10
cliente_edad
0.09
ccomisiones_otras
0.09
chomebanking_transacciones
0.07
mcaja_ahorro
0.07
Master_fechaalta
0.06
mpasivos_margen
0.06
ctrx_quarter
0.05
Visa_fechaalta
0.04
cpagomiscuentas
0.04
mplazo_fijo_dolares
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mrentabilidad_annual
0.19
catm_trx
0.17
cextraccion_autoservicio
0.15
ccomisiones_otras
0.10
ccuenta_debitos_automaticos
0.09
mcaja_ahorro
0.09
cliente_edad
0.07
Master_Fvencimiento
0.07
Master_fechaalta
0.07
cliente_antiguedad
0.07
matm
0.06
mpasivos_margen
-0.05
ctrx_quarter
0.05
mextraccion_autoservicio
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.90
cplazo_fijo
0.48
ctarjeta_visa
0.29
cseguro_vida
0.15
cseguro_vivienda
0.13
Master_fultimo_cierre
0.11
ctarjeta_debito
0.11
Visa_fultimo_cierre
0.09
cseguro_auto
0.07
ccaja_ahorro
0.07
cmobile_app_trx
0.05
thomebanking
0.04
ctarjeta_master
0.04
minversion1_pesos
0.04
MOST FREQUENT VALUES
0.0
760
97.8%
91699.92
1
0.1%
339300.0
1
0.1%
351000.0
1
0.1%
163800.0
1
0.1%
152977.04
1
0.1%
86580.0
1
0.1%
118576.82
1
0.1%
134550.0
1
0.1%
1170000.0
1
0.1%
28080.0
1
0.1%
57330.0
1
0.1%
707850.0
1
0.1%
13219.71
1
0.1%
2375.1
1
0.1%
SMALLEST VALUES
0.0
760
97.8%
2375.1
1
0.1%
13219.71
1
0.1%
23400.0
1
0.1%
28080.0
1
0.1%
46800.0
1
0.1%
57330.0
1
0.1%
86580.0
1
0.1%
91699.92
1
0.1%
118576.82
1
0.1%
134550.0
1
0.1%
152977.04
1
0.1%
163800.0
1
0.1%
339300.0
1
0.1%
351000.0
1
0.1%
LARGEST VALUES
2808000.0
1
0.1%
1170000.0
1
0.1%
707850.0
1
0.1%
351000.0
1
0.1%
339300.0
1
0.1%
163800.0
1
0.1%
152977.04
1
0.1%
134550.0
1
0.1%
118576.82
1
0.1%
91699.92
1
0.1%
86580.0
1
0.1%
57330.0
1
0.1%
46800.0
1
0.1%
28080.0
1
0.1%
23400.0
1
0.1%
mplazo_fijo_pesos
MISSING:
---
TOP CATEGORIES
0.0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mplazo_fijo_pesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mplazo_fijo_pesos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mplazo_fijo_pesos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
cinversion1
MISSING:
---
TOP CATEGORIES
0
769
99%
1
7
<1%
3
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion1
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
minversion1_dolares
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON cinversion1:
minversion1_pesos
1.00
cproductos
0.25
minversion1_dolares
0.16
ccaja_ahorro
0.08
tpaquete4
0.08
ctarjeta_visa
0.08
Master_fultimo_cierre
0.07
ccomisiones_mantenimiento
0.07
cseguro_vivienda
0.07
cseguro_accidentes_personales
0.06
ctarjeta_master
0.06
Visa_fultimo_cierre
0.05
cmobile_app_trx
0.04
ctarjeta_debito
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion1
CORRELATION RATIO WITH...
ccomisiones_otras
0.44
Visa_Fvencimiento
0.16
chomebanking_transacciones
0.15
mautoservicio
0.10
Visa_fechaalta
0.10
ctarjeta_debito_transacciones
0.09
ctransferencias_emitidas
0.09
Visa_cconsumos
0.08
ctarjeta_visa_debitos_automaticos
0.08
ctrx_quarter
0.07
cliente_antiguedad
0.06
Master_fechaalta
0.06
mcaja_ahorro
0.06
cliente_edad
0.05
minversion1_pesos
MISSING:
---
TOP CATEGORIES
0.0
769
99%
9852.4
1
<1%
565650.0
1
<1%
3051.5
1
<1%
939.1
1
<1%
10596.63
1
<1%
565.2
1
<1%
6032.41
1
<1%
197694.46
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
minversion1_pesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
cinversion1
1.00
minversion1_dolares
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON minversion1_pesos:
cinversion1
0.78
cproductos
0.34
ctarjeta_debito
0.14
minversion1_dolares
0.13
ctarjeta_visa
0.11
Master_fultimo_cierre
0.10
ccomisiones_mantenimiento
0.10
cmobile_app_trx
0.10
Visa_fultimo_cierre
0.09
tcallcenter
0.08
cplazo_fijo
0.07
thomebanking
0.07
ccaja_ahorro
0.06
tpaquete4
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_pesos
CORRELATION RATIO WITH...
ccomisiones_otras
0.49
Visa_Fvencimiento
0.45
chomebanking_transacciones
0.30
Visa_cconsumos
0.28
ctarjeta_visa_debitos_automaticos
0.27
ctransferencias_emitidas
0.18
ctarjeta_visa_transacciones
0.17
Visa_fechaalta
0.16
mttarjeta_visa_debitos_automaticos
0.13
matm
0.13
cliente_antiguedad
0.13
mextraccion_autoservicio
0.13
mcaja_ahorro
0.13
ctrx_quarter
0.12
minversion1_dolares
MISSING:
---
TOP CATEGORIES
0.0
776
>99%
238536.79
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
minversion1_dolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON minversion1_dolares:
cinversion1
1.00
minversion1_pesos
1.00
cproductos
0.61
tpaquete4
0.45
ccaja_ahorro
0.41
cseguro_vivienda
0.33
cseguro_accidentes_personales
0.32
ctarjeta_debito
0.17
ccomisiones_mantenimiento
0.10
Master_fultimo_cierre
0.08
cmobile_app_trx
0.07
Visa_fultimo_cierre
0.07
thomebanking
0.05
ctarjeta_master
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion1_dolares
CORRELATION RATIO WITH...
ccomisiones_otras
0.40
mautoservicio
0.10
Visa_fechaalta
0.09
ctarjeta_debito_transacciones
0.09
chomebanking_transacciones
0.07
cliente_antiguedad
0.06
Master_fechaalta
0.06
cliente_edad
0.05
ctrx_quarter
0.05
numero_de_cliente
0.05
cpagomiscuentas
0.05
mcaja_ahorro
0.04
mpasivos_margen
0.03
Visa_mlimitecompra
0.03
cinversion2
MISSING:
---
TOP CATEGORIES
0
773
>99%
3
3
<1%
1
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cinversion2
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cinversion2:
minversion2
1.00
cproductos
0.29
Master_mpagosdolares
0.28
ctarjeta_debito
0.22
Master_mconsumosdolares
0.21
catm_trx_other
0.14
Visa_fultimo_cierre
0.14
Master_cconsumos
0.12
cseguro_vida
0.12
ccomisiones_mantenimiento
0.11
Master_fultimo_cierre
0.10
cseguro_accidentes_personales
0.10
thomebanking
0.06
ccaja_seguridad
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cinversion2
CORRELATION RATIO WITH...
Master_mlimitecompra
0.22
Master_mfinanciacion_limite
0.22
mttarjeta_visa_debitos_automaticos
0.14
Visa_cconsumos
0.13
ctarjeta_visa_transacciones
0.11
Visa_mpagospesos
0.10
ctarjeta_visa_debitos_automaticos
0.10
cliente_antiguedad
0.09
Visa_mconsumospesos
0.09
Visa_mconsumototal
0.09
mtarjeta_visa_consumo
0.09
mrentabilidad_annual
0.08
Visa_mlimitecompra
0.08
Visa_mfinanciacion_limite
0.08
minversion2
MISSING:
---
TOP CATEGORIES
0.0
773
>99%
88.03
1
<1%
62047.44
1
<1%
12298.64
1
<1%
32836.05
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
minversion2
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
cinversion2
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON minversion2:
cinversion2
0.89
cproductos
0.32
ctarjeta_debito
0.26
Master_mpagosdolares
0.25
Visa_fultimo_cierre
0.23
Master_mconsumosdolares
0.19
Master_fultimo_cierre
0.15
catm_trx_other
0.13
ccaja_seguridad
0.11
Master_cconsumos
0.11
cmobile_app_trx
0.11
cseguro_vida
0.10
ccomisiones_mantenimiento
0.10
internet
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
minversion2
CORRELATION RATIO WITH...
Master_mlimitecompra
0.22
Master_mfinanciacion_limite
0.22
mttarjeta_visa_debitos_automaticos
0.14
mrentabilidad_annual
0.14
Visa_cconsumos
0.13
cliente_antiguedad
0.13
ctarjeta_visa_transacciones
0.11
mpasivos_margen
0.11
ctarjeta_visa_debitos_automaticos
0.10
ccuenta_debitos_automaticos
0.10
Visa_mpagospesos
0.10
numero_de_cliente
0.09
Master_Fvencimiento
0.09
Visa_mconsumospesos
0.09
cseguro_vida
MISSING:
---
TOP CATEGORIES
0
735
95%
1
39
5%
2
3
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vida
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_vida:
cproductos
0.18
Master_cconsumos
0.05
cseguro_accidentes_personales
0.04
ctarjeta_master_debitos_automaticos
0.04
Master_fultimo_cierre
0.04
Master_mpagosdolares
0.04
cseguro_vivienda
0.03
Visa_fultimo_cierre
0.03
active_quarter
0.03
ccajas_consultas
0.03
ctarjeta_debito
0.02
ccajas_otras
0.02
catm_trx_other
0.02
ccajas_extracciones
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vida
CORRELATION RATIO WITH...
ctarjeta_master_transacciones
0.30
Master_mpagominimo
0.21
ccomisiones_otras
0.20
ccuenta_debitos_automaticos
0.19
mtarjeta_master_consumo
0.18
Master_msaldopesos
0.17
Master_msaldototal
0.16
mplazo_fijo_dolares
0.15
ctarjeta_visa_debitos_automaticos
0.12
mcuenta_corriente
0.10
cliente_antiguedad
0.09
Visa_fechaalta
0.07
chomebanking_transacciones
0.07
mcomisiones_otras
0.07
cseguro_auto
MISSING:
---
TOP CATEGORIES
0
768
99%
1
8
1%
2
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_auto
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_auto:
cproductos
0.23
ccajas_depositos
0.15
cseguro_vivienda
0.14
ccajas_otras
0.14
ccaja_seguridad
0.13
Master_cconsumos
0.12
catm_trx_other
0.10
tpaquete3
0.09
ccajas_consultas
0.08
ctarjeta_debito
0.08
ccomisiones_mantenimiento
0.07
ccaja_ahorro
0.07
Visa_fultimo_cierre
0.07
ctarjeta_master_debitos_automaticos
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_auto
CORRELATION RATIO WITH...
mautoservicio
0.43
Master_mpagospesos
0.42
mcuenta_debitos_automaticos
0.37
mcomisiones_otras
0.32
mcomisiones
0.32
mttarjeta_visa_debitos_automaticos
0.28
mpagomiscuentas
0.26
ctarjeta_visa_debitos_automaticos
0.25
Visa_mpagospesos
0.20
ctrx_quarter
0.18
Visa_mconsumospesos
0.18
Visa_mconsumototal
0.18
ctarjeta_debito_transacciones
0.18
mtarjeta_visa_consumo
0.17
cseguro_vivienda
MISSING:
---
TOP CATEGORIES
0
713
92%
1
63
8%
2
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_vivienda
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_vivienda:
cproductos
0.20
ccajas_depositos
0.04
ccaja_ahorro
0.04
ccajas_consultas
0.03
ctarjeta_debito
0.03
cseguro_auto
0.03
tpaquete3
0.03
cseguro_vida
0.02
ccajas_otras
0.02
Master_fultimo_cierre
0.02
active_quarter
0.02
ctarjeta_master_debitos_automaticos
0.02
ccajas_transacciones
0.02
Master_mconsumosdolares
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_vivienda
CORRELATION RATIO WITH...
ccomisiones_otras
0.28
cliente_edad
0.20
ccuenta_debitos_automaticos
0.20
mcomisiones_otras
0.16
mcomisiones
0.16
ctarjeta_visa_debitos_automaticos
0.15
mpagomiscuentas
0.15
mrentabilidad_annual
0.15
mplazo_fijo_dolares
0.13
mprestamos_personales
0.13
mttarjeta_visa_debitos_automaticos
0.13
mcuenta_debitos_automaticos
0.12
ctrx_quarter
0.12
Visa_mpagado
0.12
cseguro_accidentes_personales
MISSING:
---
TOP CATEGORIES
0
711
92%
1
66
8%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cseguro_accidentes_personales
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cseguro_accidentes_personales:
cproductos
0.22
active_quarter
0.05
cseguro_vida
0.03
Visa_fultimo_cierre
0.03
Master_fultimo_cierre
0.02
ccajas_consultas
0.02
ccomisiones_mantenimiento
0.02
Master_status
0.01
ctarjeta_debito
0.01
cinversion1
0.01
minversion1_pesos
0.01
mcheques_emitidos
0.01
Master_mpagosdolares
0.01
ccajas_extracciones
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cseguro_accidentes_personales
CORRELATION RATIO WITH...
ccomisiones_otras
0.31
ccuenta_debitos_automaticos
0.16
cliente_antiguedad
0.14
ctrx_quarter
0.13
ctarjeta_visa_debitos_automaticos
0.12
mrentabilidad
0.12
mrentabilidad_annual
0.11
mactivos_margen
0.11
numero_de_cliente
0.10
cprestamos_personales
0.09
cliente_edad
0.09
Visa_Fvencimiento
0.09
mautoservicio
0.09
Visa_fechaalta
0.08
ccaja_seguridad
MISSING:
---
TOP CATEGORIES
0
747
96%
1
28
4%
2
2
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccaja_seguridad
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccaja_seguridad:
cproductos
0.22
Master_cconsumos
0.06
ccajas_depositos
0.06
cseguro_auto
0.05
catm_trx_other
0.04
ccaja_ahorro
0.04
Master_mconsumosdolares
0.04
ccajas_otras
0.03
tpaquete3
0.03
Visa_fultimo_cierre
0.03
ctarjeta_debito
0.03
ccajas_consultas
0.03
mcheques_emitidos
0.03
Master_fultimo_cierre
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccaja_seguridad
CORRELATION RATIO WITH...
mcuenta_debitos_automaticos
0.32
mautoservicio
0.32
mtarjeta_visa_consumo
0.31
Visa_mconsumospesos
0.30
Visa_mconsumototal
0.30
Master_mpagospesos
0.29
mcomisiones_otras
0.24
mcomisiones
0.24
Visa_cconsumos
0.24
ctarjeta_visa_debitos_automaticos
0.24
ctarjeta_visa_transacciones
0.21
mpagomiscuentas
0.20
Visa_mfinanciacion_limite
0.18
Visa_mlimitecompra
0.18
cpayroll_trx
MISSING:
---
TOP CATEGORIES
0
749
96%
1
21
3%
2
4
<1%
3
3
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll_trx
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cpayroll_trx:
catm_trx_other
0.26
cproductos
0.14
ccomisiones_mantenimiento
0.10
Master_fultimo_cierre
0.07
cforex
0.07
Visa_fultimo_cierre
0.07
ccaja_ahorro
0.07
mforex_buy
0.05
cmobile_app_trx
0.05
tpaquete4
0.04
mforex_sell
0.04
active_quarter
0.04
cforex_sell
0.04
cforex_buy
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
CORRELATION RATIO WITH...
mpayroll
0.52
mextraccion_autoservicio
0.30
ctarjeta_debito_transacciones
0.29
mcaja_ahorro
0.26
matm_other
0.26
cextraccion_autoservicio
0.26
matm
0.26
mautoservicio
0.22
mpasivos_margen
0.21
ctrx_quarter
0.20
mcuenta_debitos_automaticos
0.19
catm_trx
0.18
ctransferencias_emitidas
0.15
mcomisiones_mantenimiento
0.14
mpayroll
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mpagospesos
-0.44
mcaja_ahorro
0.29
mtransferencias_emitidas
0.28
mtransferencias_recibidas
0.26
ctransferencias_emitidas
0.25
mpasivos_margen
0.24
mextraccion_autoservicio
0.22
mautoservicio
0.22
matm
0.20
ctarjeta_debito_transacciones
0.19
cextraccion_autoservicio
0.16
chomebanking_transacciones
0.13
catm_trx
0.12
ctrx_quarter
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.52
catm_trx_other
0.28
Master_cconsumos
0.28
ccajas_extracciones
0.26
ccajas_depositos
0.14
ccajas_consultas
0.11
mforex_sell
0.11
cforex_sell
0.11
ccomisiones_mantenimiento
0.10
tmobile_app
0.10
cmobile_app_trx
0.10
cforex
0.09
Master_fultimo_cierre
0.09
cproductos
0.08
MOST FREQUENT VALUES
0.0
749
96.4%
5850.0
1
0.1%
87106.5
1
0.1%
428539.74
1
0.1%
25248.6
1
0.1%
30868.11
1
0.1%
127113.48
1
0.1%
6238.9
1
0.1%
1179715.46
1
0.1%
84869.78
1
0.1%
17550.0
1
0.1%
161773.41
1
0.1%
59391.54
1
0.1%
87872.86
1
0.1%
4095.0
1
0.1%
SMALLEST VALUES
0.0
749
96.4%
1170.0
1
0.1%
4095.0
1
0.1%
5850.0
1
0.1%
6238.9
1
0.1%
9360.0
1
0.1%
17550.0
1
0.1%
25248.6
1
0.1%
30868.11
1
0.1%
34021.26
1
0.1%
51360.66
1
0.1%
58743.36
1
0.1%
59391.54
1
0.1%
84869.78
1
0.1%
87043.09
1
0.1%
LARGEST VALUES
1179715.46
1
0.1%
830664.97
1
0.1%
428539.74
1
0.1%
191012.43
1
0.1%
186407.91
1
0.1%
161773.41
1
0.1%
127113.48
1
0.1%
123451.57
1
0.1%
115441.43
1
0.1%
113355.57
1
0.1%
100807.2
1
0.1%
96665.16
1
0.1%
87872.86
1
0.1%
87106.5
1
0.1%
87043.09
1
0.1%
mpayroll2
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mpayroll2
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mpayroll2:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mpayroll2
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
cpayroll2_trx
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpayroll2_trx
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cpayroll2_trx:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll2_trx
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ccuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcuenta_debitos_automaticos
0.44
ctrx_quarter
0.40
ccomisiones_otras
0.33
ctransferencias_emitidas
0.31
mpagomiscuentas
0.31
ctarjeta_debito_transacciones
0.30
cpagomiscuentas
0.28
Visa_Fvencimiento
-0.28
mautoservicio
0.26
ctransferencias_recibidas
0.26
mtransferencias_recibidas
0.26
mtransferencias_emitidas
0.25
chomebanking_transacciones
0.21
cliente_antiguedad
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.32
ctarjeta_master_debitos_automaticos
0.28
ccajas_depositos
0.25
mcheques_emitidos
0.24
cseguro_vivienda
0.20
Master_cconsumos
0.19
cseguro_vida
0.19
catm_trx_other
0.19
ccaja_ahorro
0.18
ctarjeta_debito
0.17
mcheques_depositados
0.16
tpaquete4
0.16
cseguro_accidentes_personales
0.16
active_quarter
0.14
MOST FREQUENT VALUES
0
642
82.6%
1
84
10.8%
2
24
3.1%
3
13
1.7%
4
5
0.6%
5
3
0.4%
6
2
0.3%
7
1
0.1%
9
1
0.1%
11
1
0.1%
8
1
0.1%
SMALLEST VALUES
0
642
82.6%
1
84
10.8%
2
24
3.1%
3
13
1.7%
4
5
0.6%
5
3
0.4%
6
2
0.3%
7
1
0.1%
8
1
0.1%
9
1
0.1%
11
1
0.1%
LARGEST VALUES
11
1
0.1%
9
1
0.1%
8
1
0.1%
7
1
0.1%
6
2
0.3%
5
3
0.4%
4
5
0.6%
3
13
1.7%
2
24
3.1%
1
84
10.8%
0
642
82.6%
mcuenta_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ccuenta_debitos_automaticos
0.44
ctransferencias_emitidas
0.33
ctrx_quarter
0.31
Master_mpagospesos
-0.31
mtransferencias_emitidas
0.31
mpagomiscuentas
0.31
mautoservicio
0.30
ctarjeta_debito_transacciones
0.25
mtransferencias_recibidas
0.18
Visa_Fvencimiento
-0.17
ccomisiones_otras
0.16
ctarjeta_visa_debitos_automaticos
0.16
ctransferencias_recibidas
0.15
chomebanking_transacciones
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.39
cseguro_auto
0.37
ccaja_seguridad
0.32
mcheques_emitidos
0.21
cpayroll_trx
0.19
cproductos
0.19
ccaja_ahorro
0.17
tpaquete3
0.13
ctarjeta_visa
0.13
cseguro_vivienda
0.12
ccajas_consultas
0.12
ctarjeta_debito
0.12
ccajas_otras
0.12
catm_trx_other
0.11
MOST FREQUENT VALUES
0.0
642
82.6%
31.69
19
2.4%
31.39
8
1.0%
31.57
4
0.5%
31.77
2
0.3%
77.39
2
0.3%
1521.84
1
0.1%
2800.66
1
0.1%
39780.0
1
0.1%
3889.48
1
0.1%
310.05
1
0.1%
295.71
1
0.1%
4752.7
1
0.1%
1633.2
1
0.1%
1839.38
1
0.1%
SMALLEST VALUES
0.0
642
82.6%
31.39
8
1.0%
31.54
1
0.1%
31.57
4
0.5%
31.69
19
2.4%
31.77
2
0.3%
57.37
1
0.1%
57.47
1
0.1%
59.16
1
0.1%
61.65
1
0.1%
62.67
1
0.1%
63.39
1
0.1%
77.39
2
0.3%
88.68
1
0.1%
93.16
1
0.1%
LARGEST VALUES
95072.66
1
0.1%
56047.94
1
0.1%
44723.25
1
0.1%
39780.0
1
0.1%
31519.97
1
0.1%
24908.6
1
0.1%
24050.5
1
0.1%
23200.15
1
0.1%
22134.25
1
0.1%
21865.95
1
0.1%
20510.27
1
0.1%
20411.36
1
0.1%
18903.71
1
0.1%
15674.49
1
0.1%
15483.24
1
0.1%
ctarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mttarjeta_visa_debitos_automaticos
0.70
Visa_cconsumos
0.57
ctarjeta_visa_transacciones
0.56
ccomisiones_otras
0.47
ctrx_quarter
0.45
mtarjeta_visa_consumo
0.40
Visa_Fvencimiento
-0.28
Visa_msaldopesos
0.27
Visa_mconsumospesos
0.26
Visa_mconsumototal
0.26
chomebanking_transacciones
0.22
Visa_msaldototal
0.22
mpagomiscuentas
0.22
Visa_mpagospesos
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.42
Master_cconsumos
0.29
ctarjeta_visa
0.29
minversion1_pesos
0.27
Visa_fultimo_cierre
0.26
ctarjeta_master_debitos_automaticos
0.25
cseguro_auto
0.25
ccaja_seguridad
0.24
Master_mpagosdolares
0.23
Master_mconsumosdolares
0.21
active_quarter
0.20
Master_fultimo_cierre
0.19
ccajas_depositos
0.19
tmobile_app
0.19
MOST FREQUENT VALUES
0
542
69.8%
1
107
13.8%
2
49
6.3%
3
34
4.4%
5
13
1.7%
4
12
1.5%
6
9
1.2%
7
6
0.8%
9
2
0.3%
8
1
0.1%
12
1
0.1%
13
1
0.1%
SMALLEST VALUES
0
542
69.8%
1
107
13.8%
2
49
6.3%
3
34
4.4%
4
12
1.5%
5
13
1.7%
6
9
1.2%
7
6
0.8%
8
1
0.1%
9
2
0.3%
12
1
0.1%
13
1
0.1%
LARGEST VALUES
13
1
0.1%
12
1
0.1%
9
2
0.3%
8
1
0.1%
7
6
0.8%
6
9
1.2%
5
13
1.7%
4
12
1.5%
3
34
4.4%
2
49
6.3%
1
107
13.8%
0
542
69.8%
mttarjeta_visa_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_debitos_automaticos
0.70
ctarjeta_visa_transacciones
0.54
mtarjeta_visa_consumo
0.51
Visa_cconsumos
0.50
Visa_msaldopesos
0.42
ctrx_quarter
0.40
Visa_mconsumospesos
0.40
Visa_mconsumototal
0.40
Visa_mpagospesos
-0.34
Visa_msaldototal
0.34
ccomisiones_otras
0.29
Visa_mfinanciacion_limite
0.26
Visa_mlimitecompra
0.26
mpagomiscuentas
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
0.40
Master_cconsumos
0.32
tpaquete1
0.31
ccajas_extracciones
0.30
cproductos
0.30
cseguro_auto
0.28
ctarjeta_master_debitos_automaticos
0.25
ctarjeta_visa
0.22
ccajas_depositos
0.21
catm_trx_other
0.18
Master_mconsumosdolares
0.18
Visa_fultimo_cierre
0.17
ccaja_ahorro
0.16
ccaja_seguridad
0.16
MOST FREQUENT VALUES
0.0
542
69.8%
702.0
3
0.4%
397.8
2
0.3%
374.4
2
0.3%
748.8
2
0.3%
520.65
2
0.3%
1764.93
2
0.3%
3064.92
1
0.1%
2395.58
1
0.1%
9221.23
1
0.1%
854.15
1
0.1%
5707.03
1
0.1%
8306.33
1
0.1%
7147.85
1
0.1%
3271.41
1
0.1%
SMALLEST VALUES
0.0
542
69.8%
9.21
1
0.1%
15.79
1
0.1%
23.4
1
0.1%
29.19
1
0.1%
31.39
1
0.1%
31.69
1
0.1%
31.77
1
0.1%
51.98
1
0.1%
58.5
1
0.1%
63.18
1
0.1%
69.03
1
0.1%
70.2
1
0.1%
74.9
1
0.1%
98.66
1
0.1%
LARGEST VALUES
66790.3
1
0.1%
50894.15
1
0.1%
39237.61
1
0.1%
38145.56
1
0.1%
30694.95
1
0.1%
29809.97
1
0.1%
28876.25
1
0.1%
22170.65
1
0.1%
22084.67
1
0.1%
21487.09
1
0.1%
21068.72
1
0.1%
19778.33
1
0.1%
19022.79
1
0.1%
17998.75
1
0.1%
15363.27
1
0.1%
ctarjeta_master_debitos_automaticos
MISSING:
---
TOP CATEGORIES
0
745
96%
1
20
3%
2
5
<1%
5
2
<1%
3
2
<1%
9
1
<1%
4
1
<1%
6
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master_debitos_automaticos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master_debitos_automaticos:
Master_cconsumos
0.70
cproductos
0.13
Master_fultimo_cierre
0.11
Master_mpagosdolares
0.09
ctarjeta_debito
0.08
Visa_fultimo_cierre
0.07
Master_mconsumosdolares
0.06
mforex_sell
0.05
tmobile_app
0.05
Master_status
0.05
ccajas_otras
0.04
Visa_status
0.04
cseguro_vida
0.04
ctarjeta_master
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
CORRELATION RATIO WITH...
mttarjeta_master_debitos_automaticos
0.91
Visa_mpagominimo
0.56
Visa_msaldopesos
0.44
ctarjeta_master_transacciones
0.38
Visa_msaldototal
0.35
Master_msaldopesos
0.35
Master_mconsumospesos
0.35
Master_mconsumototal
0.35
Master_msaldototal
0.33
Visa_cconsumos
0.30
ccuenta_debitos_automaticos
0.28
ccomisiones_otras
0.28
mtransferencias_recibidas
0.27
Master_fechaalta
0.27
mttarjeta_master_debitos_automaticos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
0.30
Master_mconsumototal
0.30
ctarjeta_master_transacciones
0.26
Visa_cconsumos
0.24
Visa_msaldopesos
0.23
mtarjeta_master_consumo
0.23
ctarjeta_visa_transacciones
0.19
ctarjeta_visa_debitos_automaticos
0.19
Visa_msaldototal
0.18
mttarjeta_visa_debitos_automaticos
0.18
mtarjeta_visa_consumo
0.18
ccomisiones_otras
0.17
ctrx_quarter
0.17
Visa_mconsumospesos
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.91
Master_mpagosdolares
0.69
Master_cconsumos
0.66
Master_mconsumosdolares
0.49
mforex_sell
0.32
ccajas_otras
0.13
cproductos
0.11
internet
0.11
cseguro_auto
0.10
Master_status
0.09
Master_fultimo_cierre
0.09
cforex_sell
0.09
Visa_status
0.08
cforex
0.07
MOST FREQUENT VALUES
0.0
745
95.9%
520.65
6
0.8%
2164.5
1
0.1%
11449.77
1
0.1%
1045.19
1
0.1%
100.59
1
0.1%
1116.21
1
0.1%
377.99
1
0.1%
4071.6
1
0.1%
1316.83
1
0.1%
1772.08
1
0.1%
4155.76
1
0.1%
12253.66
1
0.1%
716.69
1
0.1%
1972.17
1
0.1%
SMALLEST VALUES
0.0
745
95.9%
68.44
1
0.1%
100.59
1
0.1%
153.57
1
0.1%
326.43
1
0.1%
377.99
1
0.1%
520.65
6
0.8%
716.69
1
0.1%
842.4
1
0.1%
1045.19
1
0.1%
1116.21
1
0.1%
1170.0
1
0.1%
1244.3
1
0.1%
1316.83
1
0.1%
1772.08
1
0.1%
LARGEST VALUES
25818.28
1
0.1%
12253.66
1
0.1%
11929.19
1
0.1%
11629.19
1
0.1%
11449.77
1
0.1%
9460.02
1
0.1%
5260.71
1
0.1%
4478.25
1
0.1%
4442.87
1
0.1%
4155.76
1
0.1%
4071.6
1
0.1%
2164.5
1
0.1%
1972.17
1
0.1%
1772.08
1
0.1%
1316.83
1
0.1%
cpagodeservicios
MISSING:
---
TOP CATEGORIES
0
776
>99%
1
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cpagodeservicios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
mpagodeservicios
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON cpagodeservicios:
mpagodeservicios
1.00
ccajas_consultas
0.47
ccajas_extracciones
0.41
cseguro_accidentes_personales
0.32
Master_fultimo_cierre
0.29
ccajas_transacciones
0.26
tcallcenter
0.24
cproductos
0.15
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.10
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
thomebanking
0.05
ctarjeta_master
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpagodeservicios
CORRELATION RATIO WITH...
cliente_edad
0.05
ccallcenter_transacciones
0.04
Master_Fvencimiento
0.03
numero_de_cliente
0.02
Master_fechaalta
0.02
mcomisiones_mantenimiento
0.02
mcomisiones_otras
0.02
mcomisiones
0.02
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
ccomisiones_otras
0.01
Master_mlimitecompra
0.01
Master_mfinanciacion_limite
0.01
ctransferencias_emitidas
0.01
mpagodeservicios
MISSING:
---
TOP CATEGORIES
0.0
776
>99%
2925.0
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mpagodeservicios
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
cpagodeservicios
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00

THESE FEATURES
GIVE INFORMATION
ON mpagodeservicios:
cpagodeservicios
1.00
ccajas_consultas
0.47
ccajas_extracciones
0.41
cseguro_accidentes_personales
0.32
Master_fultimo_cierre
0.29
ccajas_transacciones
0.26
tcallcenter
0.24
cproductos
0.15
cmobile_app_trx
0.12
ccomisiones_mantenimiento
0.10
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
thomebanking
0.05
ctarjeta_master
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mpagodeservicios
CORRELATION RATIO WITH...
cliente_edad
0.05
ccallcenter_transacciones
0.04
Master_Fvencimiento
0.03
numero_de_cliente
0.02
Master_fechaalta
0.02
mcomisiones_mantenimiento
0.02
mcomisiones_otras
0.02
mcomisiones
0.02
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
ccomisiones_otras
0.01
Master_mlimitecompra
0.01
Master_mfinanciacion_limite
0.01
ctransferencias_emitidas
0.01
cpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagomiscuentas
0.59
ctrx_quarter
0.58
ctransferencias_emitidas
0.43
Visa_msaldopesos
0.40
chomebanking_transacciones
0.39
ccomisiones_otras
0.39
Master_mpagominimo
0.38
Master_msaldototal
0.36
Master_msaldopesos
0.36
Visa_msaldototal
0.35
ctarjeta_master_transacciones
0.34
mtarjeta_master_consumo
0.32
mtarjeta_visa_consumo
0.30
ctarjeta_visa_transacciones
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.43
Master_cconsumos
0.27
ccajas_depositos
0.25
mcheques_depositados
0.25
ctarjeta_master_debitos_automaticos
0.23
cmobile_app_trx
0.20
ccheques_depositados
0.20
cproductos
0.17
catm_trx_other
0.17
ccaja_seguridad
0.16
thomebanking
0.16
ccajas_extracciones
0.15
ccajas_consultas
0.14
tpaquete1
0.14
MOST FREQUENT VALUES
0
673
86.6%
1
28
3.6%
2
22
2.8%
3
17
2.2%
5
8
1.0%
4
8
1.0%
7
6
0.8%
6
5
0.6%
12
3
0.4%
8
2
0.3%
19
1
0.1%
17
1
0.1%
23
1
0.1%
9
1
0.1%
13
1
0.1%
SMALLEST VALUES
0
673
86.6%
1
28
3.6%
2
22
2.8%
3
17
2.2%
4
8
1.0%
5
8
1.0%
6
5
0.6%
7
6
0.8%
8
2
0.3%
9
1
0.1%
12
3
0.4%
13
1
0.1%
17
1
0.1%
19
1
0.1%
23
1
0.1%
LARGEST VALUES
23
1
0.1%
19
1
0.1%
17
1
0.1%
13
1
0.1%
12
3
0.4%
9
1
0.1%
8
2
0.3%
7
6
0.8%
6
5
0.6%
5
8
1.0%
4
8
1.0%
3
17
2.2%
2
22
2.8%
1
28
3.6%
0
673
86.6%
mpagomiscuentas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtransferencias_emitidas
0.59
cpagomiscuentas
0.59
ctrx_quarter
0.50
ctransferencias_emitidas
0.47
Visa_Fvencimiento
-0.42
mtransferencias_recibidas
0.34
ccuenta_debitos_automaticos
0.31
mcuenta_debitos_automaticos
0.31
ccomisiones_otras
0.30
Master_mpagominimo
0.30
Master_msaldototal
0.29
Master_msaldopesos
0.29
chomebanking_transacciones
0.29
Visa_msaldopesos
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos
0.51
ccajas_depositos
0.41
Master_mconsumosdolares
0.32
ccajas_extracciones
0.27
cseguro_auto
0.26
cproductos
0.24
tpaquete1
0.24
ctarjeta_visa
0.23
ccheques_emitidos
0.21
Master_cconsumos
0.21
ccaja_seguridad
0.20
ccaja_ahorro
0.19
ccajas_consultas
0.19
ccajas_otras
0.15
MOST FREQUENT VALUES
0.0
673
86.6%
351.0
2
0.3%
24312.41
1
0.1%
197.69
1
0.1%
1515.15
1
0.1%
55988.96
1
0.1%
3233.5
1
0.1%
2412.7
1
0.1%
1197.9
1
0.1%
25682.31
1
0.1%
3503.96
1
0.1%
32384.43
1
0.1%
37123.07
1
0.1%
6990.03
1
0.1%
12472.2
1
0.1%
SMALLEST VALUES
0.0
673
86.6%
58.5
1
0.1%
197.69
1
0.1%
234.0
1
0.1%
351.0
2
0.3%
585.0
1
0.1%
684.45
1
0.1%
700.73
1
0.1%
700.84
1
0.1%
789.73
1
0.1%
872.45
1
0.1%
877.5
1
0.1%
971.91
1
0.1%
1006.18
1
0.1%
1197.9
1
0.1%
LARGEST VALUES
182052.0
1
0.1%
152100.0
1
0.1%
118369.19
1
0.1%
92813.54
1
0.1%
88015.21
1
0.1%
81576.01
1
0.1%
64417.06
1
0.1%
60698.86
1
0.1%
57280.16
1
0.1%
55988.96
1
0.1%
48272.15
1
0.1%
46856.72
1
0.1%
43609.98
1
0.1%
43569.24
1
0.1%
40561.57
1
0.1%
ccajeros_propios_descuentos
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajeros_propios_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajeros_propios_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajeros_propios_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcajeros_propios_descuentos
MISSING:
---
TOP CATEGORIES
0.0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcajeros_propios_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcajeros_propios_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcajeros_propios_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ctarjeta_visa_descuentos
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_visa_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_visa_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mtarjeta_visa_descuentos
MISSING:
---
TOP CATEGORIES
0.0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mtarjeta_visa_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mtarjeta_visa_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mtarjeta_visa_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ctarjeta_master_descuentos
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ctarjeta_master_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ctarjeta_master_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mtarjeta_master_descuentos
MISSING:
---
TOP CATEGORIES
0.0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mtarjeta_master_descuentos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mtarjeta_master_descuentos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mtarjeta_master_descuentos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ccomisiones_mantenimiento
MISSING:
---
TOP CATEGORIES
1
371
48%
0
363
47%
2
25
3%
4
6
<1%
3
4
<1%
6
4
<1%
7
3
<1%
5
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccomisiones_mantenimiento
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccomisiones_mantenimiento:
ccajas_otras
0.04
cproductos
0.03
ccajas_consultas
0.03
catm_trx_other
0.02
Master_fultimo_cierre
0.02
ccaja_ahorro
0.02
cpayroll_trx
0.02
Visa_fultimo_cierre
0.02
mdescubierto_preacordado
0.02
ctarjeta_visa
0.02
tpaquete3
0.02
cmobile_app_trx
0.02
ctarjeta_debito
0.01
mcheques_emitidos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
CORRELATION RATIO WITH...
mcomisiones_mantenimiento
0.89
mcomisiones
0.78
mcomisiones_otras
0.78
mprestamos_personales
0.42
mrentabilidad
0.23
ccallcenter_transacciones
0.20
ccomisiones_otras
0.16
mcaja_ahorro
0.13
ctarjeta_debito_transacciones
0.12
mpasivos_margen
0.12
mrentabilidad_annual
0.12
Master_fechaalta
0.11
Visa_fechaalta
0.11
ctarjeta_visa_debitos_automaticos
0.11
mcomisiones_mantenimiento
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
0.86
mcomisiones_otras
0.86
mrentabilidad
0.22
ccomisiones_otras
0.13
mrentabilidad_annual
0.13
Master_mfinanciacion_limite
0.11
Master_mlimitecompra
0.11
Master_fechaalta
0.10
Visa_fechaalta
0.09
Visa_mlimitecompra
0.08
Visa_mfinanciacion_limite
0.08
Master_mpagospesos
0.08
cliente_antiguedad
0.08
cpagomiscuentas
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
0.89
catm_trx_other
0.19
ccajas_otras
0.16
cpayroll_trx
0.14
cproductos
0.14
ctarjeta_visa
0.12
Master_mpagosdolares
0.12
Master_cconsumos
0.12
Master_mconsumosdolares
0.11
Visa_fultimo_cierre
0.11
active_quarter
0.10
mdescubierto_preacordado
0.09
ctarjeta_master_debitos_automaticos
0.09
mprestamos_prendarios
0.09
MOST FREQUENT VALUES
0.0
379
48.8%
1361.45
203
26.1%
1923.24
68
8.8%
2619.44
33
4.2%
1199.0
16
2.1%
680.72
14
1.8%
1720.19
11
1.4%
807.3
8
1.0%
2344.83
6
0.8%
-2722.91
5
0.6%
961.62
4
0.5%
-7692.98
3
0.4%
-4084.37
2
0.3%
-1923.24
2
0.3%
-3846.49
2
0.3%
SMALLEST VALUES
-9616.23
1
0.1%
-7692.98
3
0.4%
-6807.29
2
0.3%
-5445.83
1
0.1%
-5238.88
1
0.1%
-4084.37
2
0.3%
-3846.49
2
0.3%
-2722.91
5
0.6%
-2619.44
1
0.1%
-1923.24
2
0.3%
-1720.19
1
0.1%
-1361.45
2
0.3%
0.0
379
48.8%
0.33
1
0.1%
404.82
2
0.3%
LARGEST VALUES
3028.94
1
0.1%
2730.54
1
0.1%
2619.44
33
4.2%
2344.83
6
0.8%
2332.74
1
0.1%
2038.58
1
0.1%
2006.3
1
0.1%
1931.44
1
0.1%
1923.24
68
8.8%
1770.95
1
0.1%
1720.19
11
1.4%
1617.2
1
0.1%
1361.45
203
26.1%
1199.0
16
2.1%
961.62
4
0.5%
ccomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.57
ctarjeta_visa_debitos_automaticos
0.47
cpagomiscuentas
0.39
chomebanking_transacciones
0.37
ctransferencias_emitidas
0.35
ccuenta_debitos_automaticos
0.33
ctarjeta_visa_transacciones
0.33
ctarjeta_debito_transacciones
0.32
mcomisiones_otras
0.32
mcomisiones
0.31
mpagomiscuentas
0.30
mttarjeta_visa_debitos_automaticos
0.29
Visa_cconsumos
0.27
cliente_antiguedad
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.52
minversion1_pesos
0.49
cinversion1
0.44
minversion1_dolares
0.40
Master_cconsumos
0.35
active_quarter
0.33
cseguro_accidentes_personales
0.31
ctarjeta_master_debitos_automaticos
0.28
cseguro_vivienda
0.28
catm_trx_other
0.26
Visa_fultimo_cierre
0.21
cseguro_vida
0.20
ctarjeta_visa
0.20
ccajas_consultas
0.19
MOST FREQUENT VALUES
2
208
26.8%
4
189
24.3%
0
122
15.7%
6
104
13.4%
8
64
8.2%
10
34
4.4%
12
16
2.1%
14
5
0.6%
11
5
0.6%
7
4
0.5%
3
4
0.5%
5
3
0.4%
16
3
0.4%
18
3
0.4%
17
3
0.4%
SMALLEST VALUES
0
122
15.7%
2
208
26.8%
3
4
0.5%
4
189
24.3%
5
3
0.4%
6
104
13.4%
7
4
0.5%
8
64
8.2%
9
2
0.3%
10
34
4.4%
11
5
0.6%
12
16
2.1%
13
2
0.3%
14
5
0.6%
16
3
0.4%
LARGEST VALUES
49
1
0.1%
31
1
0.1%
22
1
0.1%
21
1
0.1%
20
1
0.1%
19
1
0.1%
18
3
0.4%
17
3
0.4%
16
3
0.4%
14
5
0.6%
13
2
0.3%
12
16
2.1%
11
5
0.6%
10
34
4.4%
9
2
0.3%
mcomisiones_otras
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcomisiones
1.00
mcomisiones_mantenimiento
0.86
ccomisiones_otras
0.32
Master_mpagospesos
-0.29
mttarjeta_visa_debitos_automaticos
0.24
Visa_msaldopesos
0.24
Visa_mconsumospesos
0.23
Visa_mconsumototal
0.23
ctarjeta_master_transacciones
0.23
Visa_cconsumos
0.23
mtarjeta_visa_consumo
0.22
ctrx_quarter
0.22
mtarjeta_master_consumo
0.21
ctarjeta_visa_debitos_automaticos
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccomisiones_mantenimiento
0.78
cseguro_auto
0.32
ccajas_depositos
0.31
Master_cconsumos
0.25
ccaja_seguridad
0.24
cproductos
0.22
Master_mconsumosdolares
0.21
catm_trx_other
0.19
Master_mpagosdolares
0.17
tpaquete3
0.17
ctarjeta_master_debitos_automaticos
0.17
cseguro_vivienda
0.16
ccajas_consultas
0.15
active_quarter
0.15
MOST FREQUENT VALUES
0.0
123
15.8%
1221.91
81
10.4%
1284.39
16
2.1%
1726.11
16
2.1%
62.47
12
1.5%
2350.95
7
0.9%
2413.42
6
0.8%
1228.89
4
0.5%
1076.1
4
0.5%
610.95
4
0.5%
1788.59
4
0.5%
1228.82
4
0.5%
5.35
3
0.4%
-6904.45
3
0.4%
1358.39
2
0.3%
SMALLEST VALUES
-8630.56
1
0.1%
-6904.45
3
0.4%
-6109.54
1
0.1%
-6047.06
1
0.1%
-5228.64
1
0.1%
-4701.9
1
0.1%
-3665.72
2
0.3%
-3452.22
1
0.1%
-2443.81
2
0.3%
-2406.93
1
0.1%
-2347.93
1
0.1%
-1726.11
1
0.1%
-1612.11
1
0.1%
-1552.76
1
0.1%
-1371.63
1
0.1%
LARGEST VALUES
11718.84
1
0.1%
6136.54
1
0.1%
4400.17
1
0.1%
4031.21
1
0.1%
3755.43
1
0.1%
3635.54
1
0.1%
3568.51
1
0.1%
3548.31
1
0.1%
3400.83
1
0.1%
3269.14
1
0.1%
3252.98
1
0.1%
3124.2
1
0.1%
3037.81
1
0.1%
2967.13
1
0.1%
2922.99
1
0.1%
cforex
MISSING:
---
TOP CATEGORIES
0
759
98%
1
15
2%
2
3
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cforex:
cforex_sell
0.73
mforex_sell
0.67
cforex_buy
0.17
mforex_buy
0.17
cpayroll_trx
0.10
thomebanking
0.08
Visa_fultimo_cierre
0.08
ccajas_extracciones
0.08
catm_trx_other
0.07
cproductos
0.06
Master_fultimo_cierre
0.06
ccajas_consultas
0.05
ccomisiones_mantenimiento
0.04
ccajas_transacciones
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex
CORRELATION RATIO WITH...
ctransferencias_emitidas
0.15
ctrx_quarter
0.14
ccomisiones_otras
0.13
mcaja_ahorro
0.12
mpasivos_margen
0.10
mpayroll
0.09
ctransferencias_recibidas
0.09
chomebanking_transacciones
0.08
mttarjeta_master_debitos_automaticos
0.07
Visa_fechaalta
0.07
ctarjeta_visa_transacciones
0.06
Visa_mpagado
0.06
cextraccion_autoservicio
0.06
mcomisiones_mantenimiento
0.06
cforex_buy
MISSING:
---
TOP CATEGORIES
0
773
>99%
1
4
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_buy
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cforex_buy:
mforex_buy
1.00
cforex
0.65
cpayroll_trx
0.18
catm_trx_other
0.10
cproductos
0.10
ccajas_otras
0.09
thomebanking
0.07
ccajas_consultas
0.06
ccajas_transacciones
0.06
Master_fultimo_cierre
0.05
tcallcenter
0.05
ccajas_extracciones
0.04
cmobile_app_trx
0.04
tmobile_app
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_buy
CORRELATION RATIO WITH...
ctarjeta_visa_debitos_automaticos
0.06
mttarjeta_visa_debitos_automaticos
0.04
cliente_edad
0.04
Master_fechaalta
0.04
numero_de_cliente
0.03
Visa_mlimitecompra
0.03
Visa_mfinanciacion_limite
0.03
Master_mfinanciacion_limite
0.03
Master_mlimitecompra
0.03
ctransferencias_emitidas
0.03
cpagomiscuentas
0.02
mcomisiones
0.02
mcomisiones_otras
0.02
catm_trx
0.02
mforex_buy
MISSING:
---
TOP CATEGORIES
0.0
773
>99%
2.32
1
<1%
9.94
1
<1%
211.77
1
<1%
1.89
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mforex_buy
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
cforex_buy
1.00

THESE FEATURES
GIVE INFORMATION
ON mforex_buy:
cforex_buy
0.82
cforex
0.53
cpayroll_trx
0.24
cproductos
0.22
Master_fultimo_cierre
0.18
catm_trx_other
0.16
Visa_fultimo_cierre
0.15
ccajas_otras
0.14
ccajas_transacciones
0.14
tcallcenter
0.13
ccajas_consultas
0.12
ccajas_extracciones
0.11
cmobile_app_trx
0.11
tmobile_app
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mforex_buy
CORRELATION RATIO WITH...
Master_fechaalta
0.12
ctarjeta_visa_debitos_automaticos
0.11
Visa_fechaalta
0.10
cliente_antiguedad
0.10
mttarjeta_visa_debitos_automaticos
0.10
ccomisiones_otras
0.10
numero_de_cliente
0.08
Visa_mlimitecompra
0.07
Master_Fvencimiento
0.07
Visa_mfinanciacion_limite
0.07
Master_mfinanciacion_limite
0.07
Master_mlimitecompra
0.07
cliente_edad
0.06
mrentabilidad_annual
0.05
cforex_sell
MISSING:
---
TOP CATEGORIES
0
763
98%
1
11
1%
2
3
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cforex_sell
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cforex_sell:
mforex_sell
0.93
cforex
0.89
Visa_fultimo_cierre
0.11
cproductos
0.10
Master_fultimo_cierre
0.09
ccajas_extracciones
0.08
thomebanking
0.08
cpayroll_trx
0.06
catm_trx_other
0.06
ctarjeta_visa
0.05
ccomisiones_mantenimiento
0.05
ccajas_consultas
0.04
ctarjeta_master_debitos_automaticos
0.04
active_quarter
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cforex_sell
CORRELATION RATIO WITH...
ctransferencias_emitidas
0.17
ctrx_quarter
0.15
mcaja_ahorro
0.15
ccomisiones_otras
0.14
mpasivos_margen
0.12
mpayroll
0.11
mttarjeta_master_debitos_automaticos
0.09
ctransferencias_recibidas
0.09
chomebanking_transacciones
0.09
ctarjeta_visa_transacciones
0.07
Visa_fechaalta
0.07
cextraccion_autoservicio
0.07
ctarjeta_debito_transacciones
0.07
cpagomiscuentas
0.07
mforex_sell
MISSING:
---
TOP CATEGORIES
0.0
763
98%
234.0
9
1%
175.5
2
<1%
232.83
1
<1%
231.66
1
<1%
222.3
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mforex_sell
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mforex_sell:
cforex_sell
0.83
cforex
0.73
Visa_fultimo_cierre
0.14
cproductos
0.14
Master_fultimo_cierre
0.13
ccajas_extracciones
0.10
ccajas_consultas
0.09
ctarjeta_master_debitos_automaticos
0.09
Master_cconsumos
0.08
catm_trx_other
0.08
ctarjeta_debito
0.08
thomebanking
0.07
cpayroll_trx
0.06
ccajas_transacciones
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mforex_sell
CORRELATION RATIO WITH...
mttarjeta_master_debitos_automaticos
0.32
ctransferencias_emitidas
0.20
chomebanking_transacciones
0.19
ctrx_quarter
0.18
ccomisiones_otras
0.17
Visa_mpagado
0.16
mcaja_ahorro
0.16
ctarjeta_visa_transacciones
0.15
Visa_cconsumos
0.14
Master_Fvencimiento
0.12
mpasivos_margen
0.12
ctarjeta_visa_debitos_automaticos
0.12
mpayroll
0.11
Master_fechaalta
0.10
ctransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtransferencias_recibidas
0.54
ctrx_quarter
0.40
ctransferencias_emitidas
0.40
chomebanking_transacciones
0.31
cpagomiscuentas
0.29
ccuenta_debitos_automaticos
0.26
ctarjeta_debito_transacciones
0.26
ccomisiones_otras
0.24
mtransferencias_emitidas
0.22
mpagomiscuentas
0.22
Master_msaldototal
0.17
Master_msaldopesos
0.16
Master_mpagominimo
0.16
mcuenta_debitos_automaticos
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_master_debitos_automaticos
0.24
Master_cconsumos
0.23
Master_mconsumosdolares
0.19
catm_trx_other
0.17
ccaja_ahorro
0.16
tpaquete4
0.14
active_quarter
0.14
ccajas_extracciones
0.14
thomebanking
0.12
cmobile_app_trx
0.12
ccajas_consultas
0.11
minversion1_pesos
0.11
cpayroll_trx
0.11
Visa_fultimo_cierre
0.09
MOST FREQUENT VALUES
0
442
56.9%
1
175
22.5%
2
72
9.3%
3
23
3.0%
4
18
2.3%
5
14
1.8%
6
7
0.9%
8
7
0.9%
10
3
0.4%
12
3
0.4%
7
3
0.4%
11
2
0.3%
9
2
0.3%
34
1
0.1%
14
1
0.1%
SMALLEST VALUES
0
442
56.9%
1
175
22.5%
2
72
9.3%
3
23
3.0%
4
18
2.3%
5
14
1.8%
6
7
0.9%
7
3
0.4%
8
7
0.9%
9
2
0.3%
10
3
0.4%
11
2
0.3%
12
3
0.4%
13
1
0.1%
14
1
0.1%
LARGEST VALUES
74
1
0.1%
34
1
0.1%
17
1
0.1%
16
1
0.1%
14
1
0.1%
13
1
0.1%
12
3
0.4%
11
2
0.3%
10
3
0.4%
9
2
0.3%
8
7
0.9%
7
3
0.4%
6
7
0.9%
5
14
1.8%
4
18
2.3%
mtransferencias_recibidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_recibidas
0.54
ctransferencias_emitidas
0.44
mtransferencias_emitidas
0.39
ctrx_quarter
0.39
mpagomiscuentas
0.34
chomebanking_transacciones
0.32
mcaja_ahorro
0.29
mpasivos_margen
0.28
Visa_mpagospesos
-0.27
Visa_mfinanciacion_limite
0.26
Visa_mlimitecompra
0.26
cpagomiscuentas
0.26
mpayroll
0.26
ccuenta_debitos_automaticos
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
0.30
ctarjeta_master_debitos_automaticos
0.27
mcheques_emitidos
0.23
ccajas_extracciones
0.21
ccajas_consultas
0.21
Master_mconsumosdolares
0.21
catm_trx_other
0.16
cproductos
0.15
ccaja_seguridad
0.14
tpaquete4
0.14
ccajas_depositos
0.13
ctarjeta_visa
0.12
ccaja_ahorro
0.12
Master_fultimo_cierre
0.11
MOST FREQUENT VALUES
0.0
442
56.9%
11700.0
8
1.0%
2340.0
7
0.9%
23400.0
6
0.8%
1170.0
5
0.6%
7020.0
5
0.6%
5850.0
5
0.6%
4095.0
4
0.5%
9360.0
4
0.5%
8190.0
4
0.5%
17550.0
4
0.5%
29250.0
4
0.5%
117.0
3
0.4%
14040.0
3
0.4%
12870.0
2
0.3%
SMALLEST VALUES
0.0
442
56.9%
0.05
1
0.1%
0.08
1
0.1%
0.77
1
0.1%
35.1
1
0.1%
42.12
1
0.1%
58.5
1
0.1%
85.41
1
0.1%
117.0
3
0.4%
130.25
1
0.1%
149.76
1
0.1%
181.35
1
0.1%
198.9
1
0.1%
234.0
2
0.3%
292.5
1
0.1%
LARGEST VALUES
2389650.43
1
0.1%
1335294.85
1
0.1%
1268635.46
1
0.1%
1208300.86
1
0.1%
1153941.1
1
0.1%
925470.0
1
0.1%
836403.72
1
0.1%
635622.39
1
0.1%
548060.16
1
0.1%
400299.14
1
0.1%
386100.0
1
0.1%
365806.35
1
0.1%
363226.5
1
0.1%
334340.1
1
0.1%
298081.99
1
0.1%
ctransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mtransferencias_emitidas
0.67
ctrx_quarter
0.66
chomebanking_transacciones
0.48
mpagomiscuentas
0.47
ctarjeta_debito_transacciones
0.45
mtransferencias_recibidas
0.44
cpagomiscuentas
0.43
ctransferencias_recibidas
0.40
ccomisiones_otras
0.35
mcuenta_debitos_automaticos
0.33
mpasivos_margen
0.31
ccuenta_debitos_automaticos
0.31
mautoservicio
0.31
mcaja_ahorro
0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
0.34
ccajas_extracciones
0.28
cmobile_app_trx
0.25
ccajas_consultas
0.23
Master_cconsumos
0.22
mforex_sell
0.20
thomebanking
0.20
cproductos
0.19
minversion1_pesos
0.18
ccaja_ahorro
0.18
ccajas_depositos
0.17
cforex_sell
0.17
mcheques_emitidos
0.16
active_quarter
0.15
MOST FREQUENT VALUES
0
589
75.8%
1
77
9.9%
2
32
4.1%
3
20
2.6%
4
14
1.8%
5
11
1.4%
7
6
0.8%
6
5
0.6%
10
5
0.6%
11
3
0.4%
14
2
0.3%
13
2
0.3%
12
2
0.3%
8
2
0.3%
9
2
0.3%
SMALLEST VALUES
0
589
75.8%
1
77
9.9%
2
32
4.1%
3
20
2.6%
4
14
1.8%
5
11
1.4%
6
5
0.6%
7
6
0.8%
8
2
0.3%
9
2
0.3%
10
5
0.6%
11
3
0.4%
12
2
0.3%
13
2
0.3%
14
2
0.3%
LARGEST VALUES
22
1
0.1%
20
1
0.1%
16
2
0.3%
15
1
0.1%
14
2
0.3%
13
2
0.3%
12
2
0.3%
11
3
0.4%
10
5
0.6%
9
2
0.3%
8
2
0.3%
7
6
0.8%
6
5
0.6%
5
11
1.4%
4
14
1.8%
mtransferencias_emitidas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.67
mpagomiscuentas
0.59
ctrx_quarter
0.45
mtransferencias_recibidas
0.39
chomebanking_transacciones
0.35
Visa_Fvencimiento
-0.32
mcuenta_debitos_automaticos
0.31
mpayroll
0.28
mpasivos_margen
0.28
mcaja_ahorro
0.28
ctarjeta_debito_transacciones
0.27
cpagomiscuentas
0.26
ccuenta_debitos_automaticos
0.25
mautoservicio
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos
0.51
ccajas_extracciones
0.34
ccajas_depositos
0.30
ctarjeta_visa
0.21
cproductos
0.21
Master_mpagosdolares
0.21
tpaquete1
0.21
Master_cconsumos
0.20
ccajas_consultas
0.18
ccheques_emitidos
0.18
catm_trx_other
0.16
cmobile_app_trx
0.15
Master_mconsumosdolares
0.14
thomebanking
0.13
MOST FREQUENT VALUES
0.0
589
75.8%
4680.0
5
0.6%
23400.0
3
0.4%
2340.0
2
0.3%
1521.0
2
0.3%
3510.0
2
0.3%
1170.0
2
0.3%
64350.0
2
0.3%
12285.0
2
0.3%
187.2
2
0.3%
236867.74
1
0.1%
8190.0
1
0.1%
122733.0
1
0.1%
2152.8
1
0.1%
282956.31
1
0.1%
SMALLEST VALUES
0.0
589
75.8%
0.01
1
0.1%
0.23
1
0.1%
0.38
1
0.1%
1.17
1
0.1%
1.45
1
0.1%
9.71
1
0.1%
10.62
1
0.1%
11.36
1
0.1%
28.39
1
0.1%
108.9
1
0.1%
114.55
1
0.1%
115.59
1
0.1%
187.2
2
0.3%
210.6
1
0.1%
LARGEST VALUES
1048692.92
1
0.1%
923870.55
1
0.1%
502887.03
1
0.1%
435146.4
1
0.1%
419092.74
1
0.1%
410803.9
1
0.1%
398657.49
1
0.1%
392159.43
1
0.1%
355530.96
1
0.1%
306721.35
1
0.1%
305102.12
1
0.1%
290394.0
1
0.1%
282956.31
1
0.1%
268971.3
1
0.1%
243728.7
1
0.1%
cextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
catm_trx
0.93
mextraccion_autoservicio
0.75
matm
0.72
ctrx_quarter
0.43
ctarjeta_debito_transacciones
0.38
mautoservicio
0.30
ctransferencias_emitidas
0.25
matm_other
0.23
mcaja_ahorro
0.21
ccomisiones_otras
0.20
mtransferencias_recibidas
0.18
mtransferencias_emitidas
0.18
mpasivos_margen
0.17
cpagomiscuentas
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
0.46
cpayroll_trx
0.26
cproductos
0.21
tpaquete4
0.17
cmobile_app_trx
0.16
ccaja_ahorro
0.13
ctarjeta_visa
0.12
active_quarter
0.12
cseguro_auto
0.11
cplazo_fijo
0.11
mforex_sell
0.09
Master_mconsumosdolares
0.09
thomebanking
0.08
cprestamos_hipotecarios
0.08
MOST FREQUENT VALUES
0
668
86.0%
1
28
3.6%
2
19
2.4%
3
12
1.5%
4
10
1.3%
6
10
1.3%
5
9
1.2%
7
6
0.8%
9
5
0.6%
15
3
0.4%
8
2
0.3%
14
1
0.1%
19
1
0.1%
11
1
0.1%
21
1
0.1%
SMALLEST VALUES
0
668
86.0%
1
28
3.6%
2
19
2.4%
3
12
1.5%
4
10
1.3%
5
9
1.2%
6
10
1.3%
7
6
0.8%
8
2
0.3%
9
5
0.6%
11
1
0.1%
14
1
0.1%
15
3
0.4%
19
1
0.1%
21
1
0.1%
LARGEST VALUES
32
1
0.1%
21
1
0.1%
19
1
0.1%
15
3
0.4%
14
1
0.1%
11
1
0.1%
9
5
0.6%
8
2
0.3%
7
6
0.8%
6
10
1.3%
5
9
1.2%
4
10
1.3%
3
12
1.5%
2
19
2.4%
1
28
3.6%
mextraccion_autoservicio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
matm
0.96
catm_trx
0.76
cextraccion_autoservicio
0.75
ctrx_quarter
0.40
matm_other
0.29
ctarjeta_debito_transacciones
0.28
ctransferencias_emitidas
0.26
mautoservicio
0.25
Master_mpagospesos
-0.24
mtransferencias_recibidas
0.23
cpagomiscuentas
0.22
mpayroll
0.22
mtransferencias_emitidas
0.21
mcaja_ahorro
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.30
catm_trx_other
0.29
Master_mconsumosdolares
0.19
cmobile_app_trx
0.17
cprestamos_hipotecarios
0.16
mprestamos_hipotecarios
0.16
cproductos
0.13
mcheques_depositados
0.13
minversion1_pesos
0.13
active_quarter
0.11
Master_cconsumos
0.10
ccheques_depositados
0.10
ccajas_consultas
0.10
ccaja_ahorro
0.09
MOST FREQUENT VALUES
0.0
668
86.0%
11700.0
4
0.5%
17550.0
4
0.5%
32760.0
3
0.4%
2340.0
3
0.4%
33930.0
2
0.3%
585.0
2
0.3%
9360.0
2
0.3%
18720.0
2
0.3%
1170.0
2
0.3%
18328.82
2
0.3%
19890.0
2
0.3%
46800.0
2
0.3%
12285.0
2
0.3%
81900.0
2
0.3%
SMALLEST VALUES
0.0
668
86.0%
585.0
2
0.3%
1170.0
2
0.3%
1755.0
1
0.1%
2340.0
3
0.4%
3510.0
1
0.1%
3861.0
1
0.1%
4095.0
2
0.3%
5031.0
1
0.1%
5265.0
1
0.1%
5382.0
1
0.1%
5616.0
1
0.1%
5850.0
1
0.1%
7020.0
1
0.1%
7254.0
1
0.1%
LARGEST VALUES
414180.0
1
0.1%
253890.0
1
0.1%
252328.82
1
0.1%
231660.0
1
0.1%
211668.57
1
0.1%
182520.0
1
0.1%
175500.0
2
0.3%
174330.0
1
0.1%
165193.39
1
0.1%
163800.0
1
0.1%
146250.0
1
0.1%
141374.41
1
0.1%
140400.0
1
0.1%
127998.0
1
0.1%
121680.0
1
0.1%
ccheques_depositados
MISSING:
---
TOP CATEGORIES
0
774
>99%
1
3
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados:
mcheques_depositados
1.00
Master_cconsumos
0.19
ctarjeta_master_debitos_automaticos
0.17
ctarjeta_debito
0.17
ccajas_depositos
0.12
ccajas_transacciones
0.11
cproductos
0.11
ccaja_ahorro
0.08
ccajas_extracciones
0.07
Master_fultimo_cierre
0.04
Visa_fultimo_cierre
0.04
tcallcenter
0.03
active_quarter
0.03
mdescubierto_preacordado
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados
CORRELATION RATIO WITH...
cpagomiscuentas
0.20
Master_mpagado
0.15
ccuenta_debitos_automaticos
0.13
matm
0.11
mextraccion_autoservicio
0.10
Visa_mpagado
0.09
mpagomiscuentas
0.09
ctarjeta_master_transacciones
0.08
ctrx_quarter
0.07
cliente_edad
0.06
ctransferencias_recibidas
0.05
catm_trx
0.04
numero_de_cliente
0.04
Master_fechaalta
0.04
mcheques_depositados
MISSING:
---
TOP CATEGORIES
0.0
774
>99%
17550.0
2
<1%
19890.0
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_depositados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_depositados:
ccheques_depositados
0.91
Master_cconsumos
0.19
ccajas_transacciones
0.19
cproductos
0.19
ctarjeta_master_debitos_automaticos
0.18
ctarjeta_debito
0.18
ccajas_depositos
0.13
Master_fultimo_cierre
0.13
Visa_fultimo_cierre
0.12
ccaja_ahorro
0.10
thomebanking
0.09
ccajas_extracciones
0.09
cmobile_app_trx
0.04
ccomisiones_mantenimiento
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_depositados
CORRELATION RATIO WITH...
cpagomiscuentas
0.25
Master_mpagado
0.19
ccuenta_debitos_automaticos
0.16
matm
0.14
mextraccion_autoservicio
0.13
mpagomiscuentas
0.12
Visa_mpagado
0.12
ctarjeta_master_transacciones
0.10
ctrx_quarter
0.09
cliente_edad
0.08
ccomisiones_otras
0.07
numero_de_cliente
0.07
Master_fechaalta
0.07
ctransferencias_recibidas
0.06
ccheques_emitidos
MISSING:
---
TOP CATEGORIES
0
769
99%
1
7
<1%
2
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_emitidos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_emitidos:
mcheques_emitidos
1.00
ccheques_emitidos_rechazados
0.20
mcheques_emitidos_rechazados
0.20
ctarjeta_debito
0.11
cproductos
0.11
Master_fultimo_cierre
0.09
ccomisiones_mantenimiento
0.07
ccajas_consultas
0.06
ccajas_depositos
0.06
ccajas_otras
0.06
cprestamos_prendarios
0.05
internet
0.05
ctarjeta_visa
0.04
cmobile_app_trx
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos
CORRELATION RATIO WITH...
mpagomiscuentas
0.21
mtransferencias_emitidas
0.18
mrentabilidad_annual
0.16
Visa_Fvencimiento
0.16
ctrx_quarter
0.10
ccomisiones_otras
0.08
mtransferencias_recibidas
0.07
ccuenta_debitos_automaticos
0.07
mcuenta_debitos_automaticos
0.06
cliente_edad
0.06
chomebanking_transacciones
0.05
ctransferencias_emitidas
0.05
mcomisiones_mantenimiento
0.05
cpagomiscuentas
0.05
mcheques_emitidos
MISSING:
---
TOP CATEGORIES
0.0
769
99%
58500.0
1
<1%
2223.0
1
<1%
27670.5
1
<1%
11700.0
1
<1%
12097.8
1
<1%
13806.0
1
<1%
28782.0
1
<1%
68494.14
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_emitidos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_emitidos
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_emitidos:
ccheques_emitidos
0.78
cproductos
0.25
mcheques_emitidos_rechazados
0.25
Master_fultimo_cierre
0.24
ctarjeta_debito
0.23
ccheques_emitidos_rechazados
0.23
ccomisiones_mantenimiento
0.14
Visa_fultimo_cierre
0.13
ctarjeta_visa
0.12
cmobile_app_trx
0.10
ccajas_consultas
0.10
ccajas_depositos
0.10
ccajas_otras
0.10
ctarjeta_master
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos
CORRELATION RATIO WITH...
mtransferencias_emitidas
0.51
mpagomiscuentas
0.51
Visa_Fvencimiento
0.45
ccuenta_debitos_automaticos
0.24
mtransferencias_recibidas
0.23
mcuenta_debitos_automaticos
0.21
mrentabilidad_annual
0.20
mcuenta_corriente
0.18
ctransferencias_emitidas
0.16
ctrx_quarter
0.14
Visa_mfinanciacion_limite
0.14
ctarjeta_visa_debitos_automaticos
0.13
cpagomiscuentas
0.13
chomebanking_transacciones
0.12
ccheques_depositados_rechazados
MISSING:
---
TOP CATEGORIES
0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_depositados_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
mcheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_depositados_rechazados:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_depositados_rechazados
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
mcheques_depositados_rechazados
MISSING:
---
TOP CATEGORIES
0.0
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_depositados_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_depositados_rechazados:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_depositados_rechazados
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
ccheques_emitidos_rechazados
MISSING:
---
TOP CATEGORIES
0
775
>99%
1
2
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccheques_emitidos_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccheques_emitidos_rechazados:
mcheques_emitidos
1.00
mcheques_emitidos_rechazados
1.00
ccheques_emitidos
0.70
cproductos
0.30
ccajas_consultas
0.29
ccajas_otras
0.29
cprestamos_prendarios
0.27
internet
0.23
Master_fultimo_cierre
0.19
ctarjeta_master
0.17
ccomisiones_mantenimiento
0.11
ctarjeta_debito
0.07
thomebanking
0.06
Visa_fultimo_cierre
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccheques_emitidos_rechazados
CORRELATION RATIO WITH...
ctarjeta_visa_debitos_automaticos
0.07
Master_Fvencimiento
0.06
ctrx_quarter
0.06
Master_fechaalta
0.05
mrentabilidad_annual
0.04
mttarjeta_visa_debitos_automaticos
0.04
cliente_antiguedad
0.03
Visa_fechaalta
0.03
numero_de_cliente
0.03
Master_mlimitecompra
0.03
Master_mfinanciacion_limite
0.03
mcomisiones_mantenimiento
0.02
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
mcheques_emitidos_rechazados
MISSING:
---
TOP CATEGORIES
0.0
775
>99%
12097.8
1
<1%
68494.14
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
mcheques_emitidos_rechazados
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON mcheques_emitidos_rechazados:
mcheques_emitidos
1.00
ccheques_emitidos_rechazados
0.91
ccheques_emitidos
0.64
ccajas_consultas
0.36
ccajas_otras
0.36
cprestamos_prendarios
0.34
internet
0.30
cproductos
0.28
Master_fultimo_cierre
0.18
ctarjeta_master
0.16
Visa_fultimo_cierre
0.14
ccajas_transacciones
0.14
mdescubierto_preacordado
0.13
ctarjeta_visa
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
mcheques_emitidos_rechazados
CORRELATION RATIO WITH...
ctarjeta_visa_debitos_automaticos
0.12
ctrx_quarter
0.08
mttarjeta_visa_debitos_automaticos
0.07
Master_Fvencimiento
0.06
ccomisiones_otras
0.05
cliente_edad
0.05
Master_fechaalta
0.05
mrentabilidad_annual
0.04
Visa_cconsumos
0.04
ctarjeta_visa_transacciones
0.04
numero_de_cliente
0.04
Visa_msaldopesos
0.04
Visa_fechaalta
0.04
cliente_antiguedad
0.03
tcallcenter
MISSING:
---
TOP CATEGORIES
0
649
84%
1
128
16%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tcallcenter
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tcallcenter:
thomebanking
0.09
Visa_status
0.03
Master_status
0.03
ccomisiones_mantenimiento
0.02
cproductos
0.02
ccajas_consultas
0.02
ccajas_otras
0.02
cmobile_app_trx
0.02
catm_trx_other
0.01
ccaja_ahorro
0.01
minversion1_pesos
0.01
mcheques_emitidos
0.01
ccajas_transacciones
0.01
mforex_buy
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.66
chomebanking_transacciones
0.21
Visa_mpagospesos
0.11
Visa_msaldodolares
0.10
Visa_mconsumosdolares
0.10
ctarjeta_debito_transacciones
0.10
Visa_mconsumospesos
0.09
Visa_mconsumototal
0.09
Visa_mpagosdolares
0.09
Visa_mpagominimo
0.09
mprestamos_personales
0.08
ctarjeta_visa_transacciones
0.08
mtarjeta_visa_consumo
0.08
ctrx_quarter
0.08
ccallcenter_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mprestamos_personales
0.30
Visa_mpagosdolares
0.23
chomebanking_transacciones
0.23
Visa_mconsumosdolares
0.19
Visa_mconsumospesos
0.17
Visa_mconsumototal
0.17
Visa_msaldodolares
0.17
Visa_mpagospesos
-0.15
mtarjeta_visa_consumo
0.15
mpasivos_margen
0.14
ctarjeta_visa_transacciones
0.13
Visa_mpagominimo
0.13
Visa_msaldototal
0.13
Master_mpagospesos
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tcallcenter
0.66
ccajas_consultas
0.34
cprestamos_hipotecarios
0.24
mprestamos_hipotecarios
0.24
ccajas_otras
0.23
ccomisiones_mantenimiento
0.20
thomebanking
0.18
Master_status
0.15
Visa_status
0.14
ccaja_ahorro
0.13
cmobile_app_trx
0.10
tcuentas
0.10
ccajas_depositos
0.09
Master_cconsumos
0.09
MOST FREQUENT VALUES
0
649
83.5%
1
33
4.2%
2
20
2.6%
4
17
2.2%
3
13
1.7%
5
10
1.3%
8
7
0.9%
7
7
0.9%
10
4
0.5%
13
3
0.4%
11
3
0.4%
9
2
0.3%
6
2
0.3%
16
2
0.3%
23
1
0.1%
SMALLEST VALUES
0
649
83.5%
1
33
4.2%
2
20
2.6%
3
13
1.7%
4
17
2.2%
5
10
1.3%
6
2
0.3%
7
7
0.9%
8
7
0.9%
9
2
0.3%
10
4
0.5%
11
3
0.4%
13
3
0.4%
15
1
0.1%
16
2
0.3%
LARGEST VALUES
31
1
0.1%
26
1
0.1%
23
1
0.1%
19
1
0.1%
16
2
0.3%
15
1
0.1%
13
3
0.4%
11
3
0.4%
10
4
0.5%
9
2
0.3%
8
7
0.9%
7
7
0.9%
6
2
0.3%
5
10
1.3%
4
17
2.2%
thomebanking
MISSING:
---
TOP CATEGORIES
1
513
66%
0
264
34%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
thomebanking
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON thomebanking:
active_quarter
0.07
tcallcenter
0.06
tmobile_app
0.04
Master_fultimo_cierre
0.03
cmobile_app_trx
0.03
internet
0.03
ccajas_extracciones
0.03
Master_cconsumos
0.02
ccajas_consultas
0.02
Visa_fultimo_cierre
0.02
cforex
0.02
ccajas_otras
0.01
ctarjeta_master
0.01
ccajas_transacciones
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
CORRELATION RATIO WITH...
chomebanking_transacciones
0.42
ctrx_quarter
0.25
ctransferencias_emitidas
0.20
ccomisiones_otras
0.19
ccallcenter_transacciones
0.18
cpagomiscuentas
0.16
Visa_cconsumos
0.16
ctarjeta_visa_transacciones
0.15
Visa_mpagospesos
0.15
Master_fechaalta
0.15
cprestamos_personales
0.14
Master_mfinanciacion_limite
0.14
Master_mlimitecompra
0.14
mtransferencias_emitidas
0.13
chomebanking_transacciones
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctrx_quarter
0.50
ctransferencias_emitidas
0.48
cpagomiscuentas
0.39
ccomisiones_otras
0.37
mtransferencias_emitidas
0.35
mtransferencias_recibidas
0.32
ctransferencias_recibidas
0.31
ctarjeta_visa_transacciones
0.29
mpagomiscuentas
0.29
mtarjeta_visa_consumo
0.28
ctarjeta_debito_transacciones
0.24
Visa_cconsumos
0.23
Visa_msaldototal
0.23
Visa_mfinanciacion_limite
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
thomebanking
0.42
Master_cconsumos
0.31
minversion1_pesos
0.30
active_quarter
0.22
cproductos
0.22
tcallcenter
0.21
Master_fultimo_cierre
0.21
ctarjeta_master_debitos_automaticos
0.20
mforex_sell
0.19
Visa_fultimo_cierre
0.19
tmobile_app
0.18
catm_trx_other
0.18
Master_mpagosdolares
0.16
ctarjeta_visa
0.15
MOST FREQUENT VALUES
0
294
37.8%
2
27
3.5%
1
22
2.8%
7
19
2.4%
6
15
1.9%
4
14
1.8%
5
13
1.7%
3
13
1.7%
11
13
1.7%
10
12
1.5%
17
12
1.5%
15
11
1.4%
18
10
1.3%
8
10
1.3%
14
9
1.2%
SMALLEST VALUES
0
294
37.8%
1
22
2.8%
2
27
3.5%
3
13
1.7%
4
14
1.8%
5
13
1.7%
6
15
1.9%
7
19
2.4%
8
10
1.3%
9
8
1.0%
10
12
1.5%
11
13
1.7%
12
7
0.9%
13
7
0.9%
14
9
1.2%
LARGEST VALUES
329
1
0.1%
286
1
0.1%
219
1
0.1%
210
1
0.1%
209
1
0.1%
195
1
0.1%
191
1
0.1%
190
2
0.3%
178
2
0.3%
176
1
0.1%
163
2
0.3%
161
1
0.1%
152
1
0.1%
148
1
0.1%
147
1
0.1%
ccajas_transacciones
MISSING:
---
TOP CATEGORIES
0
670
86%
1
107
14%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_transacciones
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_transacciones:
ccajas_consultas
0.42
ccajas_otras
0.37
ccajas_extracciones
0.28
mdescubierto_preacordado
0.11
ccajas_depositos
0.11
ccomisiones_mantenimiento
0.03
thomebanking
0.02
catm_trx_other
0.02
Master_status
0.02
ccaja_ahorro
0.02
mforex_sell
0.02
mcheques_emitidos
0.02
Master_mpagosdolares
0.02
cproductos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_transacciones
CORRELATION RATIO WITH...
ctarjeta_debito_transacciones
0.16
mpagomiscuentas
0.14
ctrx_quarter
0.14
mtransferencias_emitidas
0.13
ctransferencias_emitidas
0.12
ctarjeta_master_transacciones
0.11
Visa_Fvencimiento
0.11
chomebanking_transacciones
0.10
mprestamos_personales
0.10
mautoservicio
0.10
mpasivos_margen
0.09
mcaja_ahorro_adicional
0.09
cpagomiscuentas
0.09
ccuenta_debitos_automaticos
0.08
ccajas_consultas
MISSING:
---
TOP CATEGORIES
0
720
93%
1
22
3%
2
20
3%
3
4
<1%
5
4
<1%
6
2
<1%
4
2
<1%
21
1
<1%
7
1
<1%
9
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_consultas
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_consultas:
ccajas_transacciones
0.44
ccajas_otras
0.20
ccajas_extracciones
0.19
ccajas_depositos
0.08
cproductos
0.08
ccomisiones_mantenimiento
0.07
Visa_fultimo_cierre
0.05
Master_fultimo_cierre
0.05
ctarjeta_debito
0.05
ccaja_ahorro
0.05
cmobile_app_trx
0.04
ctarjeta_visa
0.04
ctarjeta_master
0.04
mdescubierto_preacordado
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_consultas
CORRELATION RATIO WITH...
mprestamos_personales
0.87
cprestamos_personales
0.53
ccallcenter_transacciones
0.34
ctransferencias_emitidas
0.23
mcaja_ahorro
0.22
mtransferencias_recibidas
0.21
mpasivos_margen
0.21
ccomisiones_otras
0.19
mpagomiscuentas
0.19
ctarjeta_master_transacciones
0.19
mtransferencias_emitidas
0.18
ctarjeta_debito_transacciones
0.17
mactivos_margen
0.17
mrentabilidad
0.15
ccajas_depositos
MISSING:
---
TOP CATEGORIES
0
761
98%
1
12
2%
2
3
<1%
6
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_depositos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_depositos:
ccajas_transacciones
0.37
ccajas_consultas
0.28
ccajas_otras
0.16
tpaquete3
0.14
cproductos
0.12
cseguro_vivienda
0.10
ccaja_seguridad
0.09
ccaja_ahorro
0.09
cseguro_auto
0.09
ctarjeta_debito
0.08
Master_cconsumos
0.08
Visa_fultimo_cierre
0.07
mcheques_emitidos
0.07
ccajas_extracciones
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
CORRELATION RATIO WITH...
mautoservicio
0.44
Master_mpagospesos
0.42
mpagomiscuentas
0.41
mcuenta_debitos_automaticos
0.39
mcomisiones_otras
0.31
mcomisiones
0.31
mtransferencias_emitidas
0.30
mprestamos_personales
0.28
Visa_Fvencimiento
0.28
cpagomiscuentas
0.25
ccuenta_debitos_automaticos
0.25
mttarjeta_visa_debitos_automaticos
0.21
mrentabilidad_annual
0.20
ctarjeta_visa_debitos_automaticos
0.19
ccajas_extracciones
MISSING:
---
TOP CATEGORIES
0
737
95%
1
34
4%
2
4
<1%
5
2
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_extracciones
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_extracciones:
ccajas_transacciones
0.49
ccajas_consultas
0.31
ccajas_otras
0.11
thomebanking
0.07
cmobile_app_trx
0.06
Master_cconsumos
0.05
cproductos
0.05
mforex_sell
0.05
catm_trx_other
0.04
cforex
0.04
Master_fultimo_cierre
0.04
Master_mpagosdolares
0.04
Visa_fultimo_cierre
0.03
cforex_sell
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_extracciones
CORRELATION RATIO WITH...
Visa_cconsumos
0.36
ctarjeta_visa_transacciones
0.35
mtransferencias_emitidas
0.34
mttarjeta_visa_debitos_automaticos
0.30
mpasivos_margen
0.29
ctransferencias_emitidas
0.28
ctrx_quarter
0.27
mpagomiscuentas
0.27
mcaja_ahorro
0.26
mpayroll
0.26
mtarjeta_visa_consumo
0.24
mtransferencias_recibidas
0.21
ctarjeta_debito_transacciones
0.18
mprestamos_personales
0.18
ccajas_otras
MISSING:
---
TOP CATEGORIES
0
726
93%
2
22
3%
3
12
2%
1
11
1%
4
4
<1%
5
2
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ccajas_otras
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON ccajas_otras:
ccajas_transacciones
0.44
mdescubierto_preacordado
0.22
ccajas_consultas
0.22
ccomisiones_mantenimiento
0.12
ccajas_extracciones
0.08
cproductos
0.08
ccajas_depositos
0.06
ctarjeta_debito
0.06
Master_fultimo_cierre
0.05
catm_trx_other
0.04
Master_mpagosdolares
0.03
Master_cconsumos
0.03
ctarjeta_master_debitos_automaticos
0.03
cseguro_auto
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_otras
CORRELATION RATIO WITH...
mprestamos_personales
0.61
ccallcenter_transacciones
0.23
ctarjeta_master_transacciones
0.18
mcomisiones_mantenimiento
0.16
mpagomiscuentas
0.15
Visa_Fvencimiento
0.15
Visa_cconsumos
0.14
ctarjeta_visa_transacciones
0.14
mttarjeta_master_debitos_automaticos
0.13
mtransferencias_emitidas
0.13
Master_mpagospesos
0.13
ctransferencias_emitidas
0.13
mcomisiones_otras
0.12
mcomisiones
0.12
catm_trx
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cextraccion_autoservicio
0.93
matm
0.78
mextraccion_autoservicio
0.76
ctrx_quarter
0.38
ctarjeta_debito_transacciones
0.32
mautoservicio
0.29
ctransferencias_emitidas
0.21
mcaja_ahorro
0.20
mtransferencias_recibidas
0.18
mplazo_fijo_dolares
0.17
mtransferencias_emitidas
0.16
ccomisiones_otras
0.16
mpasivos_margen
0.16
mttarjeta_visa_debitos_automaticos
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.22
cpayroll_trx
0.18
tpaquete4
0.16
ctarjeta_visa
0.14
catm_trx_other
0.13
cplazo_fijo
0.12
cmobile_app_trx
0.12
ccaja_ahorro
0.12
cseguro_auto
0.11
active_quarter
0.11
Master_mconsumosdolares
0.10
cprestamos_hipotecarios
0.09
mprestamos_hipotecarios
0.09
ctarjeta_debito
0.09
MOST FREQUENT VALUES
0
683
87.9%
1
27
3.5%
2
16
2.1%
4
12
1.5%
3
11
1.4%
5
7
0.9%
6
6
0.8%
7
4
0.5%
15
3
0.4%
9
3
0.4%
14
1
0.1%
19
1
0.1%
11
1
0.1%
8
1
0.1%
32
1
0.1%
SMALLEST VALUES
0
683
87.9%
1
27
3.5%
2
16
2.1%
3
11
1.4%
4
12
1.5%
5
7
0.9%
6
6
0.8%
7
4
0.5%
8
1
0.1%
9
3
0.4%
11
1
0.1%
14
1
0.1%
15
3
0.4%
19
1
0.1%
32
1
0.1%
LARGEST VALUES
32
1
0.1%
19
1
0.1%
15
3
0.4%
14
1
0.1%
11
1
0.1%
9
3
0.4%
8
1
0.1%
7
4
0.5%
6
6
0.8%
5
7
0.9%
4
12
1.5%
3
11
1.4%
2
16
2.1%
1
27
3.5%
0
683
87.9%
matm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mextraccion_autoservicio
0.96
catm_trx
0.78
cextraccion_autoservicio
0.72
ctrx_quarter
0.38
ctarjeta_debito_transacciones
0.26
Master_mpagospesos
-0.25
mautoservicio
0.24
ctransferencias_emitidas
0.24
mtransferencias_recibidas
0.23
cpagomiscuentas
0.22
mtransferencias_emitidas
0.21
mpayroll
0.20
mcaja_ahorro
0.19
chomebanking_transacciones
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cpayroll_trx
0.26
Master_mconsumosdolares
0.20
cprestamos_hipotecarios
0.17
mprestamos_hipotecarios
0.17
cmobile_app_trx
0.15
mcheques_depositados
0.14
catm_trx_other
0.14
minversion1_pesos
0.13
cproductos
0.13
Master_cconsumos
0.11
ccheques_depositados
0.11
ccajas_consultas
0.10
active_quarter
0.10
thomebanking
0.09
MOST FREQUENT VALUES
0.0
683
87.9%
17550.0
4
0.5%
5850.0
3
0.4%
9360.0
3
0.4%
32760.0
3
0.4%
23400.0
3
0.4%
26910.0
2
0.3%
18720.0
2
0.3%
1170.0
2
0.3%
29250.0
2
0.3%
18328.82
2
0.3%
117000.0
2
0.3%
46800.0
2
0.3%
12285.0
2
0.3%
4095.0
2
0.3%
SMALLEST VALUES
0.0
683
87.9%
585.0
1
0.1%
1170.0
2
0.3%
1755.0
1
0.1%
2340.0
2
0.3%
3627.0
1
0.1%
4095.0
2
0.3%
4680.0
1
0.1%
5031.0
1
0.1%
5265.0
1
0.1%
5616.0
1
0.1%
5850.0
3
0.4%
7020.0
1
0.1%
7605.0
1
0.1%
8190.0
1
0.1%
LARGEST VALUES
414180.0
1
0.1%
253890.0
1
0.1%
252328.82
1
0.1%
231660.0
1
0.1%
182520.0
1
0.1%
175500.0
2
0.3%
174330.0
1
0.1%
165193.39
1
0.1%
163800.0
1
0.1%
146250.0
1
0.1%
141374.41
1
0.1%
140400.0
1
0.1%
117000.0
2
0.3%
111150.0
1
0.1%
105300.0
1
0.1%
catm_trx_other
MISSING:
---
TOP CATEGORIES
0
739
95%
1
20
3%
2
8
1%
3
3
<1%
5
2
<1%
7
2
<1%
6
1
<1%
18
1
<1%
4
1
<1%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
catm_trx_other
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON catm_trx_other:
cpayroll_trx
0.18
cproductos
0.13
ccomisiones_mantenimiento
0.08
cmobile_app_trx
0.07
ccaja_ahorro
0.06
Master_fultimo_cierre
0.05
Visa_fultimo_cierre
0.05
ccajas_otras
0.05
ccajas_consultas
0.05
Master_mpagosdolares
0.04
Master_cconsumos
0.04
ccajas_extracciones
0.04
ctarjeta_debito
0.04
tpaquete4
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
CORRELATION RATIO WITH...
matm_other
0.80
cextraccion_autoservicio
0.46
ctarjeta_debito_transacciones
0.44
ctrx_quarter
0.37
ctransferencias_emitidas
0.34
Visa_cconsumos
0.34
ctarjeta_visa_transacciones
0.33
mextraccion_autoservicio
0.29
mpayroll
0.28
ccomisiones_otras
0.26
mautoservicio
0.24
mtarjeta_visa_consumo
0.24
mcaja_ahorro
0.23
mpasivos_margen
0.22
matm_other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mextraccion_autoservicio
0.29
cextraccion_autoservicio
0.23
ctrx_quarter
0.14
ctransferencias_emitidas
0.13
ctarjeta_debito_transacciones
0.11
mpayroll
0.11
ccomisiones_otras
0.08
Master_mconsumospesos
-0.07
Master_mconsumototal
-0.07
mcaja_ahorro
0.07
mautoservicio
0.07
mpasivos_margen
0.06
Master_mpagospesos
0.06
ctarjeta_visa_transacciones
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
catm_trx_other
0.80
ccaja_ahorro
0.32
cpayroll_trx
0.26
cmobile_app_trx
0.10
cproductos
0.08
tpaquete4
0.07
ccaja_seguridad
0.07
mforex_sell
0.06
cforex_sell
0.06
cforex
0.06
Master_mconsumosdolares
0.06
ccomisiones_mantenimiento
0.05
active_quarter
0.04
Visa_fultimo_cierre
0.04
MOST FREQUENT VALUES
0.0
739
95.1%
11700.0
4
0.5%
5850.0
4
0.5%
1170.0
3
0.4%
7020.0
2
0.3%
19890.0
2
0.3%
2340.0
2
0.3%
10530.0
2
0.3%
13806.0
1
0.1%
50310.0
1
0.1%
23868.0
1
0.1%
25155.0
1
0.1%
234.0
1
0.1%
4680.0
1
0.1%
585.0
1
0.1%
SMALLEST VALUES
0.0
739
95.1%
234.0
1
0.1%
585.0
1
0.1%
1170.0
3
0.4%
1755.0
1
0.1%
2340.0
2
0.3%
2925.0
1
0.1%
3510.0
1
0.1%
3861.0
1
0.1%
4680.0
1
0.1%
5850.0
4
0.5%
7020.0
2
0.3%
8775.0
1
0.1%
9360.0
1
0.1%
10530.0
2
0.3%
LARGEST VALUES
211668.57
1
0.1%
76635.0
1
0.1%
50310.0
1
0.1%
28665.0
1
0.1%
25155.0
1
0.1%
23868.0
1
0.1%
19890.0
2
0.3%
17550.0
1
0.1%
16380.0
1
0.1%
14625.0
1
0.1%
13806.0
1
0.1%
11700.0
4
0.5%
10530.0
2
0.3%
9360.0
1
0.1%
8775.0
1
0.1%
ctrx_quarter
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctransferencias_emitidas
0.66
ctarjeta_debito_transacciones
0.59
cpagomiscuentas
0.58
ccomisiones_otras
0.57
ctarjeta_visa_transacciones
0.55
Visa_cconsumos
0.53
mtarjeta_visa_consumo
0.50
mpagomiscuentas
0.50
chomebanking_transacciones
0.50
Visa_msaldopesos
0.49
Visa_msaldototal
0.47
mtransferencias_emitidas
0.45
mautoservicio
0.45
ctarjeta_visa_debitos_automaticos
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
0.39
catm_trx_other
0.37
Master_mconsumosdolares
0.36
cproductos
0.33
cmobile_app_trx
0.31
active_quarter
0.29
ccajas_extracciones
0.27
thomebanking
0.25
Master_mpagosdolares
0.24
ctarjeta_master_debitos_automaticos
0.24
ccaja_ahorro
0.20
tpaquete4
0.20
cpayroll_trx
0.20
ctarjeta_visa
0.20
MOST FREQUENT VALUES
0
78
10.0%
13
37
4.8%
3
27
3.5%
14
23
3.0%
8
22
2.8%
10
20
2.6%
17
19
2.4%
2
18
2.3%
4
17
2.2%
15
17
2.2%
5
17
2.2%
12
16
2.1%
11
16
2.1%
6
16
2.1%
23
15
1.9%
SMALLEST VALUES
0
78
10.0%
1
10
1.3%
2
18
2.3%
3
27
3.5%
4
17
2.2%
5
17
2.2%
6
16
2.1%
7
15
1.9%
8
22
2.8%
9
15
1.9%
10
20
2.6%
11
16
2.1%
12
16
2.1%
13
37
4.8%
14
23
3.0%
LARGEST VALUES
420
1
0.1%
377
1
0.1%
325
1
0.1%
298
1
0.1%
258
1
0.1%
245
1
0.1%
238
1
0.1%
233
1
0.1%
231
1
0.1%
227
1
0.1%
220
1
0.1%
209
2
0.3%
203
1
0.1%
196
1
0.1%
191
1
0.1%
tmobile_app
MISSING:
---
TOP CATEGORIES
0
734
94%
1
43
6%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tmobile_app
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON tmobile_app:
thomebanking
0.11
Master_fultimo_cierre
0.05
ctarjeta_master_debitos_automaticos
0.05
ctarjeta_master
0.04
Visa_fultimo_cierre
0.03
Master_cconsumos
0.03
ccajas_depositos
0.03
ccaja_ahorro
0.03
cproductos
0.02
mforex_sell
0.02
cseguro_auto
0.02
Visa_Finiciomora
0.02
ccaja_seguridad
0.02
mforex_buy
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tmobile_app
CORRELATION RATIO WITH...
Master_mpagospesos
0.25
ctarjeta_visa_debitos_automaticos
0.19
chomebanking_transacciones
0.18
Visa_mpagado
0.15
mttarjeta_visa_debitos_automaticos
0.14
Visa_mpagospesos
0.14
mpasivos_margen
0.11
ctrx_quarter
0.11
Visa_cconsumos
0.10
Visa_msaldopesos
0.10
Visa_mlimitecompra
0.10
Visa_mfinanciacion_limite
0.10
mpayroll
0.10
ctarjeta_visa_transacciones
0.09
cmobile_app_trx
MISSING:
---
TOP CATEGORIES
0
463
60%
1
314
40%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
cmobile_app_trx
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON cmobile_app_trx:
active_quarter
0.04
catm_trx_other
0.03
thomebanking
0.03
cproductos
0.03
ccajas_consultas
0.02
Master_cconsumos
0.02
ccomisiones_mantenimiento
0.02
Master_mconsumosdolares
0.02
ccajas_extracciones
0.02
Master_fultimo_cierre
0.02
cpayroll_trx
0.01
Master_mpagosdolares
0.01
minversion1_pesos
0.01
mcheques_emitidos
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cmobile_app_trx
CORRELATION RATIO WITH...
ctrx_quarter
0.31
ctransferencias_emitidas
0.25
ctarjeta_debito_transacciones
0.21
cpagomiscuentas
0.20
mpasivos_margen
0.19
Visa_cconsumos
0.19
ctarjeta_visa_transacciones
0.18
mtarjeta_visa_consumo
0.17
mcaja_ahorro
0.17
mextraccion_autoservicio
0.17
ccomisiones_otras
0.17
Visa_mpagospesos
0.16
cliente_edad
0.16
cextraccion_autoservicio
0.16
Master_delinquency
MISSING:
204
(26%)
TOP CATEGORIES
0.0
572
>99%
1.0
1
<1%
ALL
573
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_delinquency
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_delinquency:
Master_Finiciomora
1.00
internet
0.59
ctarjeta_master_debitos_automaticos
0.48
ccaja_seguridad
0.44
Master_cconsumos
0.40
cproductos
0.15
thomebanking
0.14
ccomisiones_mantenimiento
0.10
Master_fultimo_cierre
0.08
cmobile_app_trx
0.07
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.05
ctarjeta_visa
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_delinquency
CORRELATION RATIO WITH...
cliente_edad
0.08
Master_fechaalta
0.05
Master_Fvencimiento
0.03
Visa_fechaalta
0.03
numero_de_cliente
0.03
ctrx_quarter
0.02
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
chomebanking_transacciones
0.02
mcomisiones_mantenimiento
0.02
Master_mlimitecompra
0.02
Master_mfinanciacion_limite
0.02
ctarjeta_visa_debitos_automaticos
0.02
mcomisiones_otras
0.02
Master_status
MISSING:
204
(26%)
TOP CATEGORIES
0.0
541
94%
9.0
30
5%
6.0
2
<1%
ALL
573
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_status
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_status:
Visa_status
0.90
ctarjeta_visa
0.31
ctarjeta_master
0.28
cproductos
0.16
Master_fultimo_cierre
0.08
tcallcenter
0.07
Master_cconsumos
0.07
Visa_fultimo_cierre
0.07
ctarjeta_master_debitos_automaticos
0.06
mdescubierto_preacordado
0.05
ccajas_otras
0.04
ccajas_transacciones
0.04
ccajas_consultas
0.04
ctarjeta_debito
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_status
CORRELATION RATIO WITH...
ccallcenter_transacciones
0.15
Master_mpagospesos
0.15
cprestamos_personales
0.14
Master_fechaalta
0.13
mprestamos_personales
0.12
ccomisiones_otras
0.11
numero_de_cliente
0.11
cliente_antiguedad
0.11
cliente_edad
0.10
Visa_mpagado
0.10
mttarjeta_master_debitos_automaticos
0.09
Visa_mpagospesos
0.09
Visa_fechaalta
0.09
Visa_mpagominimo
0.08
Master_mfinanciacion_limite
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mlimitecompra
1.00
Visa_mlimitecompra
0.88
Visa_mfinanciacion_limite
0.88
Visa_mpagospesos
-0.36
Visa_mconsumospesos
0.32
Visa_mconsumototal
0.32
mtarjeta_visa_consumo
0.29
Visa_mpagosdolares
0.26
mtransferencias_recibidas
0.25
Visa_msaldototal
0.25
Visa_mconsumosdolares
0.24
Visa_msaldopesos
0.22
chomebanking_transacciones
0.21
mrentabilidad_annual
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.38
Master_fultimo_cierre
0.35
ctarjeta_master
0.30
Visa_fultimo_cierre
0.29
Master_mpagosdolares
0.26
tpaquete1
0.24
Master_cconsumos
0.23
ctarjeta_visa
0.23
minversion2
0.22
cinversion2
0.22
Master_mconsumosdolares
0.20
ctarjeta_master_debitos_automaticos
0.15
ccaja_seguridad
0.14
thomebanking
0.14
MOST FREQUENT VALUES
63180.0
88
15.4%
88452.0
54
9.4%
176904.0
53
9.2%
126360.0
43
7.5%
252720.0
41
7.2%
202176.0
28
4.9%
101088.0
23
4.0%
707616.0
19
3.3%
442114.68
17
3.0%
50544.0
16
2.8%
353808.0
14
2.4%
303264.0
14
2.4%
44226.0
11
1.9%
75816.0
10
1.7%
151632.0
9
1.6%
SMALLEST VALUES
0.0
2
0.3%
4264.65
1
0.2%
6318.0
1
0.2%
7897.5
3
0.5%
9477.0
1
0.2%
11056.5
1
0.2%
12636.0
1
0.2%
15795.0
2
0.3%
18954.0
1
0.2%
22113.0
2
0.3%
25272.0
7
1.2%
31590.0
7
1.2%
37908.0
7
1.2%
44226.0
11
1.9%
50544.0
16
2.8%
LARGEST VALUES
3660356.04
1
0.2%
3146288.18
3
0.5%
3137448.03
2
0.3%
3098471.03
2
0.3%
2621906.82
4
0.7%
2614540.03
2
0.3%
2582059.19
1
0.2%
1396362.24
6
1.0%
1133686.12
3
0.5%
1130500.8
6
1.0%
1116456.41
1
0.2%
1014591.82
9
1.6%
1011741.12
4
0.7%
999172.1
1
0.2%
997401.6
5
0.9%
Master_Fvencimiento
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_fechaalta
0.38
Visa_fechaalta
0.29
cliente_antiguedad
0.24
numero_de_cliente
-0.16
Visa_mfinanciacion_limite
0.13
Visa_mlimitecompra
0.13
Visa_cconsumos
-0.12
Master_mfinanciacion_limite
0.12
Master_mconsumospesos
-0.12
Master_mconsumototal
-0.12
Master_mlimitecompra
0.12
Master_mpagospesos
-0.11
ccomisiones_otras
0.11
ctarjeta_visa_transacciones
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
0.70
ctarjeta_master
0.63
Visa_fultimo_cierre
0.50
cproductos
0.49
ctarjeta_visa
0.44
mdescubierto_preacordado
0.20
tcuentas
0.16
mforex_sell
0.12
Visa_Finiciomora
0.12
cmobile_app_trx
0.12
mcheques_emitidos
0.12
mprestamos_prendarios
0.11
Master_cconsumos
0.11
ccajas_consultas
0.11
MOST FREQUENT VALUES
-729.0
23
4.0%
-637.0
20
3.5%
-759.0
20
3.5%
-821.0
17
3.0%
-1611.0
16
2.8%
-1460.0
16
2.8%
-1552.0
15
2.6%
-1764.0
15
2.6%
-545.0
14
2.4%
-606.0
14
2.4%
-668.0
14
2.4%
-698.0
14
2.4%
-880.0
13
2.3%
-1580.0
13
2.3%
-2220.0
12
2.1%
SMALLEST VALUES
-2220.0
12
2.1%
-2190.0
4
0.7%
-2159.0
4
0.7%
-2129.0
3
0.5%
-2098.0
2
0.3%
-2006.0
2
0.3%
-1976.0
1
0.2%
-1855.0
2
0.3%
-1825.0
1
0.2%
-1794.0
10
1.7%
-1764.0
15
2.6%
-1733.0
11
1.9%
-1702.0
10
1.7%
-1672.0
10
1.7%
-1641.0
4
0.7%
LARGEST VALUES
824.0
1
0.2%
93.0
1
0.2%
-60.0
5
0.9%
-91.0
6
1.0%
-119.0
7
1.2%
-150.0
7
1.2%
-180.0
6
1.0%
-211.0
5
0.9%
-241.0
2
0.3%
-272.0
5
0.9%
-303.0
8
1.4%
-333.0
9
1.6%
-364.0
9
1.6%
-394.0
10
1.7%
-425.0
8
1.4%
Master_Finiciomora
MISSING:
776
(>99%)
TOP CATEGORIES
18.0
1
100%
ALL
1
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_Finiciomora
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_Finiciomora:
Master_delinquency
1.00
internet
0.59
ctarjeta_master_debitos_automaticos
0.48
ccaja_seguridad
0.44
Master_cconsumos
0.40
cproductos
0.15
thomebanking
0.14
ccomisiones_mantenimiento
0.10
Master_fultimo_cierre
0.08
cmobile_app_trx
0.07
Visa_fultimo_cierre
0.07
ctarjeta_debito
0.06
ctarjeta_master
0.05
ctarjeta_visa
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_Finiciomora
CORRELATION RATIO WITH...
cliente_edad
0.08
Master_fechaalta
0.05
Master_Fvencimiento
0.03
Visa_fechaalta
0.03
numero_de_cliente
0.03
ctrx_quarter
0.02
Visa_mlimitecompra
0.02
Visa_mfinanciacion_limite
0.02
chomebanking_transacciones
0.02
mcomisiones_mantenimiento
0.02
Master_mlimitecompra
0.02
Master_mfinanciacion_limite
0.02
ctarjeta_visa_debitos_automaticos
0.02
mcomisiones_otras
0.02
Master_msaldototal
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldopesos
1.00
Master_mpagominimo
0.85
mactivos_margen
-0.71
mtarjeta_master_consumo
0.70
Visa_msaldopesos
0.65
Visa_msaldototal
0.61
mrentabilidad
-0.56
ctarjeta_master_transacciones
0.51
Master_msaldodolares
0.42
Master_mconsumospesos
0.41
Master_mconsumototal
0.41
Visa_mpagominimo
0.39
cpagomiscuentas
0.36
mtarjeta_visa_consumo
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.87
Master_cconsumos
0.37
ctarjeta_master_debitos_automaticos
0.33
Master_mpagosdolares
0.30
tpaquete1
0.19
cseguro_vida
0.16
ccajas_otras
0.11
ccajas_consultas
0.08
mdescubierto_preacordado
0.08
ctarjeta_debito
0.07
Visa_fultimo_cierre
0.06
cmobile_app_trx
0.06
cseguro_auto
0.05
ctarjeta_visa
0.05
MOST FREQUENT VALUES
0.0
439
76.6%
716.53
2
0.3%
2655.91
1
0.2%
8797.31
1
0.2%
-2.85
1
0.2%
-0.73
1
0.2%
69.77
1
0.2%
65576.54
1
0.2%
2232.34
1
0.2%
8323.75
1
0.2%
-3859.97
1
0.2%
10880.61
1
0.2%
447.18
1
0.2%
526.89
1
0.2%
282.27
1
0.2%
SMALLEST VALUES
-126975.09
1
0.2%
-121519.45
1
0.2%
-27192.6
1
0.2%
-4729.86
1
0.2%
-4095.0
1
0.2%
-3859.97
1
0.2%
-1618.41
1
0.2%
-1572.5
1
0.2%
-1146.58
1
0.2%
-771.24
1
0.2%
-614.48
1
0.2%
-529.43
1
0.2%
-330.22
1
0.2%
-303.79
1
0.2%
-254.14
1
0.2%
LARGEST VALUES
320850.31
1
0.2%
118042.14
1
0.2%
92428.83
1
0.2%
65576.54
1
0.2%
43836.02
1
0.2%
35249.35
1
0.2%
32130.18
1
0.2%
27303.65
1
0.2%
24296.91
1
0.2%
23797.81
1
0.2%
22060.5
1
0.2%
22000.62
1
0.2%
20732.89
1
0.2%
16999.93
1
0.2%
14082.43
1
0.2%
Master_msaldopesos
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldototal
1.00
Master_mpagominimo
0.81
mactivos_margen
-0.70
mtarjeta_master_consumo
0.68
Visa_msaldopesos
0.63
Visa_msaldototal
0.58
mrentabilidad
-0.56
ctarjeta_master_transacciones
0.51
Master_mconsumospesos
0.38
Master_mconsumototal
0.38
cpagomiscuentas
0.36
Visa_mpagominimo
0.35
Master_msaldodolares
0.32
ctrx_quarter
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.86
Master_cconsumos
0.36
ctarjeta_master_debitos_automaticos
0.35
Master_mpagosdolares
0.31
tpaquete1
0.19
cseguro_vida
0.17
ccajas_otras
0.11
ccajas_consultas
0.09
mdescubierto_preacordado
0.08
ctarjeta_debito
0.07
Visa_fultimo_cierre
0.06
cseguro_auto
0.06
cmobile_app_trx
0.05
ccajas_depositos
0.05
MOST FREQUENT VALUES
0.0
441
77.0%
716.53
2
0.3%
2655.91
1
0.2%
10880.61
1
0.2%
-0.73
1
0.2%
69.77
1
0.2%
25782.92
1
0.2%
2232.34
1
0.2%
8323.75
1
0.2%
8797.31
1
0.2%
526.89
1
0.2%
-3859.97
1
0.2%
-0.01
1
0.2%
282.27
1
0.2%
12069.8
1
0.2%
SMALLEST VALUES
-129629.06
1
0.2%
-121611.06
1
0.2%
-27192.6
1
0.2%
-4095.0
1
0.2%
-3859.97
1
0.2%
-1618.41
1
0.2%
-1572.5
1
0.2%
-771.24
1
0.2%
-614.48
1
0.2%
-529.43
1
0.2%
-330.22
1
0.2%
-303.79
1
0.2%
-254.14
1
0.2%
-208.33
1
0.2%
-103.55
1
0.2%
LARGEST VALUES
304516.99
1
0.2%
118042.14
1
0.2%
92428.83
1
0.2%
43836.02
1
0.2%
35249.35
1
0.2%
32130.18
1
0.2%
27303.65
1
0.2%
25782.92
1
0.2%
24296.91
1
0.2%
23797.81
1
0.2%
22060.5
1
0.2%
22000.62
1
0.2%
20732.89
1
0.2%
16999.93
1
0.2%
14082.43
1
0.2%
Master_msaldodolares
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mpagominimo
0.63
Visa_mpagominimo
0.57
Visa_msaldodolares
0.57
Visa_mconsumosdolares
0.55
Visa_msaldototal
0.50
Visa_mconsumospesos
0.47
Visa_mconsumototal
0.47
Visa_mpagospesos
-0.45
mtarjeta_visa_consumo
0.45
mtarjeta_master_consumo
0.44
Master_msaldototal
0.42
Master_mconsumospesos
0.38
Master_mconsumototal
0.38
Visa_msaldopesos
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.99
Master_cconsumos
0.66
tpaquete4
0.18
ccaja_ahorro
0.15
Master_fultimo_cierre
0.09
tpaquete1
0.09
Visa_fultimo_cierre
0.07
tcallcenter
0.07
cproductos
0.07
cmobile_app_trx
0.07
Master_mpagosdolares
0.04
thomebanking
0.03
ctarjeta_debito
0.03
ctarjeta_master
0.03
MOST FREQUENT VALUES
0.0
559
97.6%
91.61
1
0.2%
2653.96
1
0.2%
-228.4
1
0.2%
276.79
1
0.2%
16333.31
1
0.2%
277.57
1
0.2%
684.22
1
0.2%
-1113.06
1
0.2%
-4729.86
1
0.2%
544.16
1
0.2%
273.13
1
0.2%
39793.61
1
0.2%
92.52
1
0.2%
1464.85
1
0.2%
SMALLEST VALUES
-4729.86
1
0.2%
-1113.06
1
0.2%
-228.4
1
0.2%
0.0
559
97.6%
91.61
1
0.2%
92.52
1
0.2%
273.13
1
0.2%
276.79
1
0.2%
277.57
1
0.2%
544.16
1
0.2%
684.22
1
0.2%
1464.85
1
0.2%
2653.96
1
0.2%
16333.31
1
0.2%
39793.61
1
0.2%
LARGEST VALUES
39793.61
1
0.2%
16333.31
1
0.2%
2653.96
1
0.2%
1464.85
1
0.2%
684.22
1
0.2%
544.16
1
0.2%
277.57
1
0.2%
276.79
1
0.2%
273.13
1
0.2%
92.52
1
0.2%
91.61
1
0.2%
0.0
559
97.6%
-228.4
1
0.2%
-1113.06
1
0.2%
-4729.86
1
0.2%
Master_mconsumospesos
MISSING:
662
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumototal
1.00
mtarjeta_master_consumo
0.78
Master_msaldototal
0.41
Visa_mpagospesos
-0.41
Master_msaldopesos
0.38
Master_msaldodolares
0.38
mtarjeta_visa_consumo
0.37
Master_mpagominimo
0.37
Visa_msaldototal
0.37
Visa_mconsumospesos
0.36
Visa_mconsumototal
0.36
ctrx_quarter
0.35
Visa_msaldodolares
0.34
Visa_mconsumosdolares
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
0.52
Master_mconsumosdolares
0.45
ctarjeta_master_debitos_automaticos
0.35
Master_mpagosdolares
0.24
ctarjeta_debito
0.10
mforex_sell
0.09
cmobile_app_trx
0.09
Master_fultimo_cierre
0.08
cproductos
0.08
ctarjeta_master
0.08
cseguro_auto
0.07
thomebanking
0.07
Visa_fultimo_cierre
0.07
ctarjeta_visa
0.06
MOST FREQUENT VALUES
0.0
49
42.6%
520.65
6
5.2%
708.03
2
1.7%
273.14
2
1.7%
2164.5
1
0.9%
39793.61
1
0.9%
90.69
1
0.9%
380.33
1
0.9%
4071.6
1
0.9%
1467.36
1
0.9%
1772.08
1
0.9%
-631.44
1
0.9%
4386.91
1
0.9%
4155.76
1
0.9%
1695.33
1
0.9%
SMALLEST VALUES
-12168.0
1
0.9%
-631.44
1
0.9%
0.0
49
42.6%
2.34
1
0.9%
90.69
1
0.9%
100.59
1
0.9%
153.57
1
0.9%
273.14
2
1.7%
273.92
1
0.9%
326.43
1
0.9%
380.33
1
0.9%
520.65
6
5.2%
524.74
1
0.9%
556.93
1
0.9%
677.69
1
0.9%
LARGEST VALUES
92428.83
1
0.9%
39793.61
1
0.9%
35036.83
1
0.9%
31389.57
1
0.9%
29932.37
1
0.9%
21742.21
1
0.9%
21569.87
1
0.9%
20960.66
1
0.9%
13281.93
1
0.9%
12253.66
1
0.9%
11449.77
1
0.9%
9474.66
1
0.9%
9460.02
1
0.9%
7254.0
1
0.9%
7243.64
1
0.9%
Master_mconsumosdolares
MISSING:
662
(85%)
TOP CATEGORIES
0.0
104
90%
3.49
3
3%
1.15
2
2%
33.89
1
<1%
208.38
1
<1%
8.76
1
<1%
6.84
1
<1%
509.65
1
<1%
18.7
1
<1%
ALL
115
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_mconsumosdolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_mconsumosdolares:
Master_cconsumos
0.57
Master_mpagosdolares
0.52
cproductos
0.20
Master_fultimo_cierre
0.14
ctarjeta_master_debitos_automaticos
0.13
Visa_fultimo_cierre
0.13
cmobile_app_trx
0.13
ctarjeta_debito
0.09
mdescubierto_preacordado
0.09
cinversion2
0.07
minversion2
0.07
catm_trx_other
0.07
ccomisiones_mantenimiento
0.06
ccaja_seguridad
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
CORRELATION RATIO WITH...
Master_msaldodolares
0.99
Master_mpagominimo
0.89
Master_msaldototal
0.87
Master_msaldopesos
0.86
Visa_msaldopesos
0.71
Visa_msaldototal
0.70
mtarjeta_master_consumo
0.70
Visa_mpagominimo
0.59
Visa_msaldodolares
0.59
Visa_mconsumosdolares
0.57
mtarjeta_visa_consumo
0.53
Visa_mconsumospesos
0.52
Visa_mconsumototal
0.52
ctarjeta_master_transacciones
0.50
Master_mlimitecompra
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mfinanciacion_limite
1.00
Visa_mlimitecompra
0.88
Visa_mfinanciacion_limite
0.88
Visa_mpagospesos
-0.36
Visa_mconsumospesos
0.32
Visa_mconsumototal
0.32
mtarjeta_visa_consumo
0.29
Visa_mpagosdolares
0.26
mtransferencias_recibidas
0.25
Visa_msaldototal
0.25
Visa_mconsumosdolares
0.24
Visa_msaldopesos
0.22
chomebanking_transacciones
0.21
mrentabilidad_annual
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.38
Master_fultimo_cierre
0.35
ctarjeta_master
0.30
Visa_fultimo_cierre
0.29
Master_mpagosdolares
0.26
tpaquete1
0.24
Master_cconsumos
0.23
ctarjeta_visa
0.23
minversion2
0.22
cinversion2
0.22
Master_mconsumosdolares
0.20
ctarjeta_master_debitos_automaticos
0.15
ccaja_seguridad
0.14
thomebanking
0.14
MOST FREQUENT VALUES
70200.0
88
15.4%
98280.0
54
9.4%
196560.0
54
9.4%
140400.0
43
7.5%
280800.0
41
7.2%
224640.0
28
4.9%
112320.0
23
4.0%
786240.0
19
3.3%
491309.79
18
3.1%
56160.0
16
2.8%
393120.0
14
2.4%
336960.0
14
2.4%
49140.0
11
1.9%
84240.0
11
1.9%
1127364.96
9
1.6%
SMALLEST VALUES
4738.5
1
0.2%
7020.0
1
0.2%
8775.0
3
0.5%
10530.0
1
0.2%
12285.0
1
0.2%
14040.0
1
0.2%
17550.0
2
0.3%
21060.0
1
0.2%
24570.0
2
0.3%
28080.0
7
1.2%
35100.0
7
1.2%
42120.0
7
1.2%
49140.0
11
1.9%
56160.0
16
2.8%
70200.0
88
15.4%
LARGEST VALUES
4067062.27
1
0.2%
3495875.76
3
0.5%
3486053.37
2
0.3%
3442745.59
2
0.3%
2913229.8
4
0.7%
2905044.48
2
0.3%
2868954.66
1
0.2%
1551513.6
6
1.0%
1259651.25
3
0.5%
1256112.0
6
1.0%
1240507.12
1
0.2%
1127364.96
9
1.6%
1124197.4
4
0.7%
1110231.32
1
0.2%
1108224.0
5
0.9%
Master_madelantopesos
MISSING:
662
(85%)
TOP CATEGORIES
0.0
115
100%
ALL
115
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantopesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantopesos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantopesos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Master_madelantodolares
MISSING:
662
(85%)
TOP CATEGORIES
0.0
115
100%
ALL
115
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_madelantodolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_madelantodolares:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Master_fultimo_cierre
MISSING:
204
(26%)
TOP CATEGORIES
3.0
437
76%
10.0
83
14%
24.0
39
7%
17.0
13
2%
703.0
1
<1%
ALL
573
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_fultimo_cierre
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_fultimo_cierre:
ctarjeta_master
0.40
Visa_fultimo_cierre
0.35
cproductos
0.21
ctarjeta_visa
0.15
Master_cconsumos
0.04
mdescubierto_preacordado
0.03
ctarjeta_debito
0.02
ctarjeta_master_debitos_automaticos
0.02
ccomisiones_mantenimiento
0.02
ccajas_consultas
0.02
mcheques_emitidos
0.02
thomebanking
0.02
active_quarter
0.01
ccajas_otras
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
CORRELATION RATIO WITH...
Master_Fvencimiento
0.70
Master_fechaalta
0.62
Visa_fechaalta
0.45
Master_mlimitecompra
0.35
Master_mfinanciacion_limite
0.35
Master_mpagado
0.33
Visa_mlimitecompra
0.30
Visa_mfinanciacion_limite
0.30
cliente_antiguedad
0.21
chomebanking_transacciones
0.21
Visa_mpagado
0.20
ctarjeta_visa_debitos_automaticos
0.19
Visa_cconsumos
0.19
ccomisiones_otras
0.19
Master_mpagado
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_fechaalta
0.17
ctarjeta_master_transacciones
0.13
mtarjeta_master_consumo
0.12
cliente_antiguedad
0.10
mtransferencias_recibidas
0.10
Master_msaldopesos
0.09
Master_msaldototal
0.09
cpagomiscuentas
0.07
Visa_mlimitecompra
0.07
Visa_mfinanciacion_limite
0.07
mttarjeta_master_debitos_automaticos
0.07
cliente_edad
0.07
numero_de_cliente
-0.07
Master_Fvencimiento
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
0.33
Master_cconsumos
0.23
ctarjeta_master_debitos_automaticos
0.19
mcheques_depositados
0.19
ccheques_depositados
0.15
ccajas_consultas
0.12
cproductos
0.09
ccajas_depositos
0.09
ccajas_otras
0.08
cmobile_app_trx
0.08
ccomisiones_mantenimiento
0.06
ccajas_transacciones
0.06
ctarjeta_debito
0.06
ctarjeta_master
0.05
MOST FREQUENT VALUES
0.0
552
96.3%
5899.73
1
0.2%
2967.65
1
0.2%
563.61
1
0.2%
1475.12
1
0.2%
234.0
1
0.2%
5850.0
1
0.2%
10880.61
1
0.2%
2492.1
1
0.2%
397.8
1
0.2%
1995.84
1
0.2%
13743.89
1
0.2%
187.2
1
0.2%
409.5
1
0.2%
1676.99
1
0.2%
SMALLEST VALUES
0.0
552
96.3%
153.57
1
0.2%
187.2
1
0.2%
234.0
1
0.2%
397.8
1
0.2%
409.5
1
0.2%
528.46
1
0.2%
563.61
1
0.2%
1475.12
1
0.2%
1676.99
1
0.2%
1995.84
1
0.2%
2223.0
1
0.2%
2492.1
1
0.2%
2967.65
1
0.2%
3691.35
1
0.2%
LARGEST VALUES
24219.0
1
0.2%
13743.89
1
0.2%
10880.61
1
0.2%
8914.69
1
0.2%
5899.73
1
0.2%
5850.0
1
0.2%
4687.27
1
0.2%
3691.35
1
0.2%
2967.65
1
0.2%
2492.1
1
0.2%
2223.0
1
0.2%
1995.84
1
0.2%
1676.99
1
0.2%
1475.12
1
0.2%
563.61
1
0.2%
Master_mpagospesos
MISSING:
662
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpasivos_margen
-0.73
mprestamos_personales
-0.69
mpayroll
-0.44
Visa_mpagospesos
0.41
mcaja_ahorro
-0.38
mautoservicio
-0.31
mcuenta_debitos_automaticos
-0.31
mcomisiones
-0.29
mcomisiones_otras
-0.29
ctransferencias_emitidas
-0.27
matm
-0.25
mextraccion_autoservicio
-0.24
mrentabilidad_annual
-0.24
mtransferencias_recibidas
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ccajas_depositos
0.42
cseguro_auto
0.42
Master_cconsumos
0.30
ccaja_seguridad
0.29
tmobile_app
0.25
Master_mconsumosdolares
0.21
tpaquete3
0.18
cproductos
0.15
Master_status
0.15
ccajas_consultas
0.14
Visa_status
0.13
ccajas_otras
0.13
ctarjeta_master_debitos_automaticos
0.12
cmobile_app_trx
0.12
MOST FREQUENT VALUES
0.0
23
20.0%
-563.61
2
1.7%
-1170.0
2
1.7%
-520.65
2
1.7%
-7020.0
2
1.7%
-17550.0
1
0.9%
-16632.31
1
0.9%
-2222.64
1
0.9%
-1014.21
1
0.9%
-11956.55
1
0.9%
-332.6
1
0.9%
-530.86
1
0.9%
-1766.7
1
0.9%
-11077.75
1
0.9%
-7341.09
1
0.9%
SMALLEST VALUES
-302091.87
1
0.9%
-203120.88
1
0.9%
-186575.76
1
0.9%
-97659.9
1
0.9%
-85316.4
1
0.9%
-72476.85
1
0.9%
-41880.5
1
0.9%
-34314.64
1
0.9%
-24943.69
1
0.9%
-23223.79
1
0.9%
-21790.08
1
0.9%
-21723.39
1
0.9%
-21371.92
1
0.9%
-20018.7
1
0.9%
-20007.0
1
0.9%
LARGEST VALUES
0.0
23
20.0%
-2.34
1
0.9%
-35.1
1
0.9%
-67.25
1
0.9%
-101.87
1
0.9%
-117.0
1
0.9%
-125.88
1
0.9%
-153.57
1
0.9%
-204.91
1
0.9%
-272.0
1
0.9%
-332.6
1
0.9%
-335.52
1
0.9%
-349.95
1
0.9%
-409.5
1
0.9%
-429.39
1
0.9%
Master_mpagosdolares
MISSING:
662
(85%)
TOP CATEGORIES
0.0
107
93%
1.17
1
<1%
3.54
1
<1%
8.76
1
<1%
20.43
1
<1%
3.49
1
<1%
23.37
1
<1%
0.11
1
<1%
18.7
1
<1%
ALL
115
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_mpagosdolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_mpagosdolares:
Master_mconsumosdolares
0.67
Master_cconsumos
0.45
cproductos
0.27
ctarjeta_master_debitos_automaticos
0.25
Master_fultimo_cierre
0.19
Visa_fultimo_cierre
0.15
catm_trx_other
0.14
ccajas_otras
0.14
cinversion2
0.13
minversion2
0.13
cmobile_app_trx
0.11
ccajas_extracciones
0.11
cseguro_vida
0.10
ctarjeta_debito
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
CORRELATION RATIO WITH...
mttarjeta_master_debitos_automaticos
0.69
Visa_cconsumos
0.51
ctarjeta_visa_transacciones
0.49
mttarjeta_visa_debitos_automaticos
0.40
mtarjeta_visa_consumo
0.37
Master_msaldopesos
0.31
Master_msaldototal
0.30
Visa_mconsumospesos
0.29
Visa_mconsumototal
0.29
Master_mlimitecompra
0.26
Master_mfinanciacion_limite
0.26
Visa_msaldopesos
0.25
ctrx_quarter
0.24
Master_mconsumospesos
0.24
Master_fechaalta
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_fechaalta
0.76
cliente_antiguedad
0.70
numero_de_cliente
-0.44
Master_Fvencimiento
0.38
ccomisiones_otras
0.25
cliente_edad
0.24
Master_mpagado
0.17
Master_mpagospesos
0.16
chomebanking_transacciones
0.15
mttarjeta_master_debitos_automaticos
0.15
Visa_mlimitecompra
0.15
Visa_mfinanciacion_limite
0.15
Master_mfinanciacion_limite
0.14
Master_mlimitecompra
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_fultimo_cierre
0.62
ctarjeta_master
0.46
Visa_fultimo_cierre
0.42
cproductos
0.36
ctarjeta_visa
0.30
ctarjeta_master_debitos_automaticos
0.27
Master_cconsumos
0.24
active_quarter
0.20
ctarjeta_debito
0.19
mdescubierto_preacordado
0.16
thomebanking
0.15
Master_mpagosdolares
0.13
Master_status
0.13
mforex_buy
0.12
MOST FREQUENT VALUES
7432.0
5
0.9%
263.0
5
0.9%
1068.0
3
0.5%
395.0
3
0.5%
377.0
3
0.5%
1993.0
2
0.3%
1804.0
2
0.3%
2788.0
2
0.3%
5212.0
2
0.3%
629.0
2
0.3%
1132.0
2
0.3%
3307.0
2
0.3%
3938.0
2
0.3%
2454.0
2
0.3%
4645.0
2
0.3%
SMALLEST VALUES
11.0
1
0.2%
13.0
1
0.2%
32.0
1
0.2%
33.0
1
0.2%
40.0
1
0.2%
51.0
1
0.2%
72.0
1
0.2%
74.0
2
0.3%
83.0
2
0.3%
86.0
1
0.2%
87.0
1
0.2%
89.0
1
0.2%
90.0
1
0.2%
94.0
1
0.2%
101.0
1
0.2%
LARGEST VALUES
7451.0
1
0.2%
7436.0
1
0.2%
7432.0
5
0.9%
7394.0
2
0.3%
7187.0
1
0.2%
7095.0
1
0.2%
7020.0
1
0.2%
6429.0
1
0.2%
6374.0
1
0.2%
6362.0
1
0.2%
6275.0
1
0.2%
6092.0
1
0.2%
6080.0
1
0.2%
5851.0
1
0.2%
5849.0
1
0.2%
Master_mconsumototal
MISSING:
662
(85%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_mconsumospesos
1.00
mtarjeta_master_consumo
0.78
Master_msaldototal
0.41
Visa_mpagospesos
-0.41
Master_msaldopesos
0.38
Master_msaldodolares
0.38
mtarjeta_visa_consumo
0.37
Master_mpagominimo
0.37
Visa_msaldototal
0.37
Visa_mconsumospesos
0.36
Visa_mconsumototal
0.36
ctrx_quarter
0.35
Visa_msaldodolares
0.34
Visa_mconsumosdolares
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
0.52
Master_mconsumosdolares
0.45
ctarjeta_master_debitos_automaticos
0.35
Master_mpagosdolares
0.24
ctarjeta_debito
0.10
mforex_sell
0.09
cmobile_app_trx
0.09
Master_fultimo_cierre
0.08
cproductos
0.08
ctarjeta_master
0.08
cseguro_auto
0.07
thomebanking
0.07
Visa_fultimo_cierre
0.07
ctarjeta_visa
0.06
MOST FREQUENT VALUES
0.0
49
42.6%
520.65
6
5.2%
708.03
2
1.7%
273.14
2
1.7%
2164.5
1
0.9%
39793.61
1
0.9%
90.69
1
0.9%
380.33
1
0.9%
4071.6
1
0.9%
1467.36
1
0.9%
1772.08
1
0.9%
-631.44
1
0.9%
4386.91
1
0.9%
4155.76
1
0.9%
1695.33
1
0.9%
SMALLEST VALUES
-12168.0
1
0.9%
-631.44
1
0.9%
0.0
49
42.6%
2.34
1
0.9%
90.69
1
0.9%
100.59
1
0.9%
153.57
1
0.9%
273.14
2
1.7%
273.92
1
0.9%
326.43
1
0.9%
380.33
1
0.9%
520.65
6
5.2%
524.74
1
0.9%
556.93
1
0.9%
677.69
1
0.9%
LARGEST VALUES
92428.83
1
0.9%
39793.61
1
0.9%
35036.83
1
0.9%
31389.57
1
0.9%
29932.37
1
0.9%
21742.21
1
0.9%
21569.87
1
0.9%
20960.66
1
0.9%
13281.93
1
0.9%
12253.66
1
0.9%
11449.77
1
0.9%
9474.66
1
0.9%
9460.02
1
0.9%
7254.0
1
0.9%
7243.64
1
0.9%
Master_cconsumos
MISSING:
662
(85%)
TOP CATEGORIES
0.0
49
43%
1.0
36
31%
2.0
9
8%
4.0
7
6%
8.0
4
3%
6.0
4
3%
3.0
2
2%
5.0
2
2%
9.0
1
<1%
13.0
1
<1%
ALL
115
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_cconsumos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_cconsumos:
ctarjeta_master_debitos_automaticos
0.37
Master_mconsumosdolares
0.14
Master_fultimo_cierre
0.10
cproductos
0.10
Master_mpagosdolares
0.08
Visa_fultimo_cierre
0.08
ctarjeta_debito
0.05
ctarjeta_master
0.05
thomebanking
0.04
active_quarter
0.04
cmobile_app_trx
0.03
Master_status
0.03
ccajas_extracciones
0.03
cseguro_vida
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
CORRELATION RATIO WITH...
ctarjeta_master_transacciones
0.77
Visa_mpagominimo
0.67
Master_msaldodolares
0.66
mttarjeta_master_debitos_automaticos
0.66
Visa_msaldopesos
0.58
Master_mconsumospesos
0.52
Master_mconsumototal
0.52
Visa_msaldototal
0.52
mtarjeta_master_consumo
0.51
mtarjeta_visa_consumo
0.47
Visa_mconsumospesos
0.43
Visa_mconsumototal
0.43
Master_mpagominimo
0.42
Visa_cconsumos
0.41
Master_cadelantosefectivo
MISSING:
662
(85%)
TOP CATEGORIES
0.0
115
100%
ALL
115
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Master_cadelantosefectivo
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Master_cadelantosefectivo:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cadelantosefectivo
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Master_mpagominimo
MISSING:
204
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Master_msaldototal
0.85
Master_msaldopesos
0.81
mtarjeta_master_consumo
0.77
mactivos_margen
-0.74
Visa_msaldopesos
0.68
Visa_msaldototal
0.67
ctarjeta_master_transacciones
0.64
Master_msaldodolares
0.63
mrentabilidad
-0.55
Visa_mpagominimo
0.47
mtarjeta_visa_consumo
0.45
Visa_mpagospesos
-0.40
cpagomiscuentas
0.38
ctrx_quarter
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.89
Master_cconsumos
0.42
cseguro_vida
0.21
tpaquete1
0.20
Visa_Finiciomora
0.19
ctarjeta_master_debitos_automaticos
0.11
ccajas_otras
0.11
ccajas_consultas
0.09
cmobile_app_trx
0.09
Visa_delinquency
0.07
internet
0.07
ccaja_ahorro
0.06
ccajas_depositos
0.06
tpaquete4
0.06
MOST FREQUENT VALUES
0.0
502
87.6%
23.4
4
0.7%
35.1
3
0.5%
117.0
3
0.5%
573.3
2
0.3%
397.8
2
0.3%
2199.6
2
0.3%
432.9
2
0.3%
128.7
2
0.3%
210.6
2
0.3%
70.2
2
0.3%
81.9
2
0.3%
2094.3
1
0.2%
1193.4
1
0.2%
351.0
1
0.2%
SMALLEST VALUES
0.0
502
87.6%
11.7
1
0.2%
23.4
4
0.7%
35.1
3
0.5%
58.5
1
0.2%
70.2
2
0.3%
81.9
2
0.3%
93.6
1
0.2%
117.0
3
0.5%
128.7
2
0.3%
175.5
1
0.2%
187.2
1
0.2%
198.9
1
0.2%
210.6
2
0.3%
269.1
1
0.2%
LARGEST VALUES
65835.9
1
0.2%
29589.3
1
0.2%
27483.3
1
0.2%
15163.2
1
0.2%
5031.0
1
0.2%
4902.3
1
0.2%
4656.6
1
0.2%
3697.2
1
0.2%
3685.5
1
0.2%
3498.3
1
0.2%
3018.6
1
0.2%
2492.1
1
0.2%
2223.0
1
0.2%
2199.6
2
0.3%
2094.3
1
0.2%
Visa_delinquency
MISSING:
141
(18%)
TOP CATEGORIES
0.0
630
>99%
1.0
6
<1%
ALL
636
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_delinquency
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_delinquency:
Visa_Finiciomora
1.00
internet
0.51
cproductos
0.09
Visa_fultimo_cierre
0.06
ctarjeta_visa
0.05
tpaquete1
0.04
catm_trx_other
0.03
tcallcenter
0.03
active_quarter
0.03
mdescubierto_preacordado
0.03
ccaja_ahorro
0.03
ccajas_transacciones
0.03
Master_cconsumos
0.02
cmobile_app_trx
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_delinquency
CORRELATION RATIO WITH...
Master_mpagominimo
0.07
ctarjeta_visa_debitos_automaticos
0.05
Visa_mpagado
0.05
Master_Fvencimiento
0.05
Visa_fechaalta
0.04
mttarjeta_visa_debitos_automaticos
0.04
mcomisiones_mantenimiento
0.03
Visa_mpagominimo
0.03
Master_mlimitecompra
0.03
ccallcenter_transacciones
0.03
Master_mfinanciacion_limite
0.03
ctransferencias_recibidas
0.03
ctransferencias_emitidas
0.03
cpagomiscuentas
0.02
Visa_status
MISSING:
141
(18%)
TOP CATEGORIES
0.0
598
94%
9.0
35
6%
6.0
2
<1%
7.0
1
<1%
ALL
636
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_status
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_status:
Master_status
0.77
ctarjeta_visa
0.33
ctarjeta_master
0.23
cproductos
0.16
tcallcenter
0.07
Visa_fultimo_cierre
0.06
Master_cconsumos
0.06
mdescubierto_preacordado
0.05
Master_fultimo_cierre
0.04
ctarjeta_master_debitos_automaticos
0.04
ccomisiones_mantenimiento
0.04
thomebanking
0.04
ctarjeta_debito
0.03
ccajas_otras
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_status
CORRELATION RATIO WITH...
cprestamos_personales
0.14
ccallcenter_transacciones
0.14
Master_mpagospesos
0.13
cliente_antiguedad
0.12
Master_fechaalta
0.12
mprestamos_personales
0.12
Visa_fechaalta
0.11
numero_de_cliente
0.11
cliente_edad
0.10
ccomisiones_otras
0.10
Visa_mpagado
0.09
mttarjeta_master_debitos_automaticos
0.08
mcomisiones_mantenimiento
0.08
ctarjeta_visa_transacciones
0.08
Visa_mfinanciacion_limite
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mlimitecompra
1.00
Master_mfinanciacion_limite
0.88
Master_mlimitecompra
0.88
Visa_mpagospesos
-0.39
Visa_mconsumospesos
0.34
Visa_mconsumototal
0.34
mtarjeta_visa_consumo
0.31
Visa_mpagosdolares
0.28
Visa_msaldototal
0.27
mtransferencias_recibidas
0.26
mttarjeta_visa_debitos_automaticos
0.26
Visa_msaldopesos
0.25
Visa_mconsumosdolares
0.25
chomebanking_transacciones
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.38
Visa_fultimo_cierre
0.32
Master_fultimo_cierre
0.30
ctarjeta_visa
0.26
Master_cconsumos
0.25
tpaquete1
0.25
ctarjeta_master
0.25
ccaja_seguridad
0.18
ctarjeta_master_debitos_automaticos
0.17
Master_mpagosdolares
0.17
Master_mconsumosdolares
0.14
mcheques_emitidos
0.14
thomebanking
0.13
mdescubierto_preacordado
0.13
MOST FREQUENT VALUES
63180.0
78
12.3%
126360.0
67
10.5%
252720.0
64
10.1%
176904.0
62
9.7%
101088.0
37
5.8%
88452.0
36
5.7%
202176.0
34
5.3%
353808.0
22
3.5%
75816.0
20
3.1%
50544.0
19
3.0%
151632.0
15
2.4%
442114.68
15
2.4%
303264.0
14
2.2%
1014591.82
11
1.7%
505440.0
10
1.6%
SMALLEST VALUES
0.0
2
0.3%
5528.25
1
0.2%
7897.5
1
0.2%
9477.0
2
0.3%
18954.0
1
0.2%
25272.0
8
1.3%
31590.0
9
1.4%
37908.0
5
0.8%
44226.0
5
0.8%
50544.0
19
3.0%
63180.0
78
12.3%
75816.0
20
3.1%
88452.0
36
5.7%
101088.0
37
5.8%
126360.0
67
10.5%
LARGEST VALUES
3670669.54
1
0.2%
3146288.18
3
0.5%
3137448.03
1
0.2%
2621906.82
1
0.2%
2614540.03
4
0.6%
1845043.2
1
0.2%
1695705.52
1
0.2%
1660538.88
1
0.2%
1396362.24
9
1.4%
1133686.12
2
0.3%
1130500.8
8
1.3%
1116456.41
2
0.3%
1014591.82
11
1.7%
1011741.12
5
0.8%
999172.1
1
0.2%
Visa_Fvencimiento
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mpagomiscuentas
-0.42
mtransferencias_emitidas
-0.32
ctarjeta_visa_debitos_automaticos
-0.28
ccuenta_debitos_automaticos
-0.28
ctrx_quarter
-0.26
ctransferencias_emitidas
-0.24
ccomisiones_otras
-0.21
mttarjeta_visa_debitos_automaticos
-0.21
ctarjeta_debito_transacciones
-0.17
Visa_cconsumos
-0.17
mcuenta_debitos_automaticos
-0.17
mtransferencias_recibidas
-0.16
catm_trx
-0.15
cpagomiscuentas
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_visa
0.59
minversion1_pesos
0.45
mcheques_emitidos
0.45
cproductos
0.33
ccajas_depositos
0.28
tpaquete1
0.21
ccheques_emitidos
0.16
cinversion1
0.16
ccaja_seguridad
0.16
ccajas_otras
0.15
ctarjeta_debito
0.13
ccajas_transacciones
0.11
cseguro_vivienda
0.09
cseguro_accidentes_personales
0.09
MOST FREQUENT VALUES
-1825.0
22
3.5%
-1917.0
22
3.5%
-1945.0
17
2.7%
-1124.0
17
2.7%
-1733.0
16
2.5%
-1764.0
16
2.5%
-1976.0
16
2.5%
-1276.0
15
2.4%
-1337.0
15
2.4%
-1702.0
14
2.2%
-1794.0
14
2.2%
-364.0
13
2.0%
-1672.0
13
2.0%
-1641.0
13
2.0%
-2159.0
13
2.0%
SMALLEST VALUES
-2914329.0
5
0.8%
-2220.0
9
1.4%
-2190.0
5
0.8%
-2159.0
13
2.0%
-2129.0
12
1.9%
-2098.0
7
1.1%
-2067.0
10
1.6%
-2037.0
13
2.0%
-2006.0
8
1.3%
-1976.0
16
2.5%
-1945.0
17
2.7%
-1917.0
22
3.5%
-1886.0
9
1.4%
-1855.0
12
1.9%
-1825.0
22
3.5%
LARGEST VALUES
977.0
1
0.2%
247.0
1
0.2%
93.0
1
0.2%
-60.0
6
0.9%
-91.0
8
1.3%
-119.0
5
0.8%
-150.0
6
0.9%
-180.0
3
0.5%
-211.0
3
0.5%
-241.0
1
0.2%
-272.0
3
0.5%
-303.0
5
0.8%
-333.0
6
0.9%
-364.0
13
2.0%
-394.0
8
1.3%
Visa_Finiciomora
MISSING:
771
(>99%)
TOP CATEGORIES
19.0
3
50%
27.0
2
33%
13.0
1
17%
ALL
6
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_Finiciomora
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_Finiciomora:
Visa_delinquency
0.85
internet
0.45
Visa_fultimo_cierre
0.20
cproductos
0.17
Master_cconsumos
0.09
cmobile_app_trx
0.08
Master_fultimo_cierre
0.08
tmobile_app
0.08
tpaquete1
0.06
ccomisiones_mantenimiento
0.06
catm_trx_other
0.05
ctarjeta_master
0.05
ccaja_ahorro
0.04
thomebanking
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_Finiciomora
CORRELATION RATIO WITH...
Master_mpagominimo
0.19
Visa_mpagado
0.15
Master_Fvencimiento
0.12
ctarjeta_visa_debitos_automaticos
0.08
mttarjeta_visa_debitos_automaticos
0.08
numero_de_cliente
0.07
chomebanking_transacciones
0.07
cliente_edad
0.07
mrentabilidad_annual
0.07
cliente_antiguedad
0.07
Visa_mpagominimo
0.06
Visa_fechaalta
0.06
mcomisiones_mantenimiento
0.05
ctarjeta_visa_transacciones
0.05
Visa_msaldototal
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldopesos
0.95
Visa_mpagominimo
0.85
mtarjeta_visa_consumo
0.83
Visa_mconsumospesos
0.76
Visa_mconsumototal
0.76
Visa_mconsumosdolares
0.68
Master_mpagominimo
0.67
Visa_msaldodolares
0.67
mactivos_margen
-0.64
Visa_mpagospesos
-0.62
Master_msaldototal
0.61
Master_msaldopesos
0.58
ctarjeta_visa_transacciones
0.55
mtarjeta_master_consumo
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.70
Master_cconsumos
0.52
ctarjeta_master_debitos_automaticos
0.35
tpaquete1
0.22
Master_mpagosdolares
0.19
catm_trx_other
0.15
ccaja_seguridad
0.14
Master_fultimo_cierre
0.12
cmobile_app_trx
0.12
ccajas_extracciones
0.11
thomebanking
0.11
Visa_fultimo_cierre
0.11
cproductos
0.10
active_quarter
0.09
MOST FREQUENT VALUES
0.0
261
41.0%
1526.59
2
0.3%
187.71
2
0.3%
506.0
2
0.3%
187.55
2
0.3%
137728.38
1
0.2%
35448.2
1
0.2%
1174.8
1
0.2%
1612.77
1
0.2%
69.96
1
0.2%
1548.61
1
0.2%
8710.46
1
0.2%
28009.57
1
0.2%
1168.74
1
0.2%
8652.24
1
0.2%
SMALLEST VALUES
-31709.45
1
0.2%
-9350.08
1
0.2%
-7330.54
1
0.2%
-5780.64
1
0.2%
-3635.53
1
0.2%
-2873.92
1
0.2%
-2838.89
1
0.2%
-2211.0
1
0.2%
-1843.6
1
0.2%
-1814.85
1
0.2%
-1730.52
1
0.2%
-1704.64
1
0.2%
-1208.51
1
0.2%
-838.24
1
0.2%
-835.64
1
0.2%
LARGEST VALUES
560159.71
1
0.2%
409310.35
1
0.2%
299934.09
1
0.2%
262243.6
1
0.2%
192846.14
1
0.2%
154285.71
1
0.2%
137728.38
1
0.2%
135866.76
1
0.2%
80911.43
1
0.2%
79447.01
1
0.2%
78950.53
1
0.2%
70475.17
1
0.2%
70063.59
1
0.2%
60023.54
1
0.2%
59557.67
1
0.2%
Visa_msaldopesos
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
0.95
mactivos_margen
-0.73
mtarjeta_visa_consumo
0.72
Visa_mpagominimo
0.71
Master_mpagominimo
0.68
Master_msaldototal
0.65
Master_msaldopesos
0.63
Visa_mconsumospesos
0.59
Visa_mconsumototal
0.59
ctarjeta_visa_transacciones
0.58
mtarjeta_master_consumo
0.57
ctarjeta_master_transacciones
0.49
ctrx_quarter
0.49
Visa_mpagospesos
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.71
Master_cconsumos
0.58
ctarjeta_master_debitos_automaticos
0.44
tpaquete1
0.26
Master_mpagosdolares
0.25
catm_trx_other
0.16
ccajas_extracciones
0.15
Master_fultimo_cierre
0.13
Visa_fultimo_cierre
0.12
thomebanking
0.12
cmobile_app_trx
0.11
ccaja_seguridad
0.11
cproductos
0.11
active_quarter
0.10
MOST FREQUENT VALUES
0.0
265
41.7%
219.62
2
0.3%
1786.11
2
0.3%
219.43
2
0.3%
592.02
2
0.3%
41474.39
1
0.2%
18984.18
1
0.2%
1374.51
1
0.2%
1886.94
1
0.2%
81.85
1
0.2%
1811.87
1
0.2%
10191.23
1
0.2%
12910.85
1
0.2%
1367.42
1
0.2%
161142.2
1
0.2%
SMALLEST VALUES
-37100.05
1
0.2%
-10939.59
1
0.2%
-8576.73
1
0.2%
-6763.34
1
0.2%
-4253.57
1
0.2%
-3321.5
1
0.2%
-2586.87
1
0.2%
-2157.01
1
0.2%
-2119.71
1
0.2%
-2024.7
1
0.2%
-1413.95
1
0.2%
-980.74
1
0.2%
-977.69
1
0.2%
-969.97
1
0.2%
-729.68
1
0.2%
LARGEST VALUES
586777.55
1
0.2%
350922.88
1
0.2%
190127.01
1
0.2%
188857.26
1
0.2%
161142.2
1
0.2%
160020.37
1
0.2%
148878.28
1
0.2%
105982.29
1
0.2%
94666.37
1
0.2%
92953.0
1
0.2%
92280.5
1
0.2%
82182.04
1
0.2%
78270.57
1
0.2%
70227.54
1
0.2%
69682.47
1
0.2%
Visa_msaldodolares
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
1.00
Visa_mconsumospesos
0.81
Visa_mconsumototal
0.81
Visa_mpagosdolares
0.77
Visa_mpagominimo
0.77
mtarjeta_visa_consumo
0.69
Visa_msaldototal
0.67
Visa_mpagospesos
-0.63
Master_msaldodolares
0.57
mcaja_ahorro
0.40
Visa_msaldopesos
0.39
Visa_cconsumos
0.35
mpasivos_margen
0.34
Master_mconsumospesos
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.59
Master_cconsumos
0.39
ccaja_seguridad
0.15
tcallcenter
0.10
tpaquete4
0.10
ccaja_ahorro
0.08
cmobile_app_trx
0.08
Master_fultimo_cierre
0.06
catm_trx_other
0.06
ctarjeta_master
0.04
Visa_fultimo_cierre
0.04
cproductos
0.04
ctarjeta_debito
0.04
thomebanking
0.04
MOST FREQUENT VALUES
0.0
593
93.2%
91.61
6
0.9%
10962.43
1
0.2%
25343.31
1
0.2%
-9612.73
1
0.2%
-196.04
1
0.2%
2299.43
1
0.2%
277.57
1
0.2%
273.9
1
0.2%
19860.34
1
0.2%
-1056.26
1
0.2%
1853.28
1
0.2%
5561.7
1
0.2%
200842.71
1
0.2%
290035.83
1
0.2%
SMALLEST VALUES
-9612.73
1
0.2%
-4580.55
1
0.2%
-3721.73
1
0.2%
-2632.8
1
0.2%
-1056.26
1
0.2%
-330.68
1
0.2%
-196.04
1
0.2%
-156.2
1
0.2%
-87.93
1
0.2%
-8.23
1
0.2%
-3.66
1
0.2%
-1.82
1
0.2%
0.0
593
93.2%
69.61
1
0.2%
89.3
1
0.2%
LARGEST VALUES
290035.83
1
0.2%
200842.71
1
0.2%
76751.69
1
0.2%
68609.3
1
0.2%
25343.31
1
0.2%
19860.34
1
0.2%
10962.43
1
0.2%
5561.7
1
0.2%
3703.82
1
0.2%
2299.43
1
0.2%
2093.3
1
0.2%
1853.28
1
0.2%
1574.92
1
0.2%
1081.61
1
0.2%
902.18
1
0.2%
Visa_mconsumospesos
MISSING:
400
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumototal
1.00
mtarjeta_visa_consumo
0.95
Visa_mconsumosdolares
0.82
Visa_msaldodolares
0.81
Visa_msaldototal
0.76
Visa_mpagospesos
-0.71
Visa_mpagominimo
0.67
Visa_cconsumos
0.67
Visa_mpagosdolares
0.61
Visa_msaldopesos
0.59
ctarjeta_visa_transacciones
0.53
Master_msaldodolares
0.47
mpasivos_margen
0.44
mttarjeta_visa_debitos_automaticos
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.52
Master_cconsumos
0.43
ccaja_seguridad
0.30
Master_mpagosdolares
0.29
ctarjeta_master_debitos_automaticos
0.22
catm_trx_other
0.18
cseguro_auto
0.18
ccajas_depositos
0.17
ccajas_extracciones
0.16
cproductos
0.16
cmobile_app_trx
0.15
Master_fultimo_cierre
0.14
ctarjeta_master
0.13
tpaquete1
0.13
MOST FREQUENT VALUES
0.0
90
23.9%
1764.93
2
0.5%
516.14
2
0.5%
702.0
2
0.5%
585.0
2
0.5%
612.08
2
0.5%
397.8
2
0.5%
35066.73
1
0.3%
10003.07
1
0.3%
634.14
1
0.3%
861.54
1
0.3%
653.64
1
0.3%
10830.17
1
0.3%
19860.35
1
0.3%
944.85
1
0.3%
SMALLEST VALUES
-596.4
1
0.3%
-21.87
1
0.3%
-7.82
1
0.3%
-5.01
1
0.3%
-4.97
1
0.3%
-1.18
1
0.3%
0.0
90
23.9%
9.21
1
0.3%
15.79
1
0.3%
23.4
1
0.3%
29.19
1
0.3%
31.39
1
0.3%
31.69
1
0.3%
31.77
1
0.3%
49.71
1
0.3%
LARGEST VALUES
290516.79
1
0.3%
203392.89
1
0.3%
122415.21
1
0.3%
102855.42
1
0.3%
95259.73
1
0.3%
93917.71
1
0.3%
85368.09
1
0.3%
84401.98
1
0.3%
83316.48
1
0.3%
69394.8
1
0.3%
61845.84
1
0.3%
45586.26
1
0.3%
44358.56
1
0.3%
42751.98
1
0.3%
39363.02
1
0.3%
Visa_mconsumosdolares
MISSING:
400
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldodolares
1.00
Visa_mconsumospesos
0.82
Visa_mconsumototal
0.82
Visa_mpagosdolares
0.79
Visa_mpagominimo
0.77
mtarjeta_visa_consumo
0.71
Visa_msaldototal
0.68
Visa_mpagospesos
-0.64
Master_msaldodolares
0.55
mcaja_ahorro
0.44
Visa_msaldopesos
0.40
mpasivos_margen
0.37
Visa_cconsumos
0.36
Master_mconsumospesos
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.57
Master_cconsumos
0.37
ccaja_seguridad
0.15
tcallcenter
0.10
tpaquete4
0.09
cmobile_app_trx
0.08
ccaja_ahorro
0.08
catm_trx_other
0.07
Master_fultimo_cierre
0.06
ctarjeta_master
0.05
Visa_fultimo_cierre
0.05
cproductos
0.04
ctarjeta_debito
0.04
thomebanking
0.04
MOST FREQUENT VALUES
0.0
308
81.7%
1.15
4
1.1%
3.66
3
0.8%
2.1
3
0.8%
2.73
3
0.8%
2.14
2
0.5%
3.49
2
0.5%
3.63
2
0.5%
2.78
2
0.5%
2.15
2
0.5%
27.19
1
0.3%
3.11
1
0.3%
17.49
1
0.3%
253.64
1
0.3%
23.38
1
0.3%
SMALLEST VALUES
0.0
308
81.7%
0.47
1
0.3%
0.94
1
0.3%
1.15
4
1.1%
1.19
1
0.3%
1.56
1
0.3%
1.84
1
0.3%
2.1
3
0.8%
2.12
1
0.3%
2.14
2
0.5%
2.15
2
0.5%
2.29
1
0.3%
2.3
1
0.3%
2.57
1
0.3%
2.73
3
0.8%
LARGEST VALUES
3710.3
1
0.3%
2425.22
1
0.3%
978.1
1
0.3%
875.35
1
0.3%
324.58
1
0.3%
253.64
1
0.3%
140.4
1
0.3%
70.18
1
0.3%
53.71
1
0.3%
52.34
1
0.3%
43.1
1
0.3%
27.19
1
0.3%
24.62
1
0.3%
23.38
1
0.3%
17.53
1
0.3%
Visa_mlimitecompra
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mfinanciacion_limite
1.00
Master_mlimitecompra
0.88
Master_mfinanciacion_limite
0.88
Visa_mpagospesos
-0.40
Visa_mconsumospesos
0.34
Visa_mconsumototal
0.34
mtarjeta_visa_consumo
0.31
Visa_mpagosdolares
0.28
Visa_msaldototal
0.27
mtransferencias_recibidas
0.26
mttarjeta_visa_debitos_automaticos
0.26
Visa_msaldopesos
0.25
Visa_mconsumosdolares
0.25
chomebanking_transacciones
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
cproductos
0.38
Visa_fultimo_cierre
0.32
Master_fultimo_cierre
0.30
ctarjeta_visa
0.26
Master_cconsumos
0.25
tpaquete1
0.25
ctarjeta_master
0.25
ccaja_seguridad
0.18
ctarjeta_master_debitos_automaticos
0.17
Master_mpagosdolares
0.17
Master_mconsumosdolares
0.15
thomebanking
0.13
mdescubierto_preacordado
0.13
mcheques_emitidos
0.12
MOST FREQUENT VALUES
70200.0
78
12.3%
140400.0
67
10.5%
280800.0
64
10.1%
196560.0
63
9.9%
112320.0
37
5.8%
98280.0
36
5.7%
224640.0
34
5.3%
393120.0
22
3.5%
84240.0
21
3.3%
56160.0
19
3.0%
491309.79
17
2.7%
168480.0
15
2.4%
336960.0
14
2.2%
1127364.96
11
1.7%
561600.0
10
1.6%
SMALLEST VALUES
6142.5
1
0.2%
8775.0
1
0.2%
10530.0
2
0.3%
21060.0
1
0.2%
28080.0
8
1.3%
35100.0
9
1.4%
42120.0
5
0.8%
49140.0
5
0.8%
56160.0
19
3.0%
70200.0
78
12.3%
84240.0
21
3.3%
98280.0
36
5.7%
112320.0
37
5.8%
140400.0
67
10.5%
168480.0
15
2.4%
LARGEST VALUES
4078521.72
1
0.2%
3495875.76
3
0.5%
3486053.37
1
0.2%
2913229.8
1
0.2%
2905044.48
4
0.6%
1884168.0
1
0.2%
1845043.2
2
0.3%
1551513.6
9
1.4%
1259651.25
2
0.3%
1256112.0
8
1.3%
1240507.12
2
0.3%
1127364.96
11
1.7%
1124197.4
5
0.8%
1110231.32
1
0.2%
1108224.0
5
0.8%
Visa_madelantopesos
MISSING:
400
(51%)
TOP CATEGORIES
0.0
377
100%
ALL
377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantopesos
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantopesos:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantopesos
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Visa_madelantodolares
MISSING:
400
(51%)
TOP CATEGORIES
0.0
377
100%
ALL
377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_madelantodolares
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_madelantodolares:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_madelantodolares
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Visa_fultimo_cierre
MISSING:
141
(18%)
TOP CATEGORIES
3.0
469
74%
10.0
125
20%
24.0
40
6%
675.0
1
<1%
122.0
1
<1%
ALL
636
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_fultimo_cierre
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_fultimo_cierre:
Master_fultimo_cierre
0.37
ctarjeta_visa
0.33
cproductos
0.20
ctarjeta_master
0.18
mdescubierto_preacordado
0.06
Master_cconsumos
0.03
ccajas_consultas
0.02
ctarjeta_debito
0.02
internet
0.02
ccomisiones_mantenimiento
0.02
ctarjeta_master_debitos_automaticos
0.01
mforex_sell
0.01
active_quarter
0.01
Visa_status
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
CORRELATION RATIO WITH...
Visa_fechaalta
0.53
Master_Fvencimiento
0.50
Master_fechaalta
0.42
Visa_mpagado
0.35
Visa_mlimitecompra
0.32
Visa_mfinanciacion_limite
0.32
Master_mlimitecompra
0.29
Master_mfinanciacion_limite
0.29
ctarjeta_visa_debitos_automaticos
0.26
ccomisiones_otras
0.21
Visa_cconsumos
0.20
chomebanking_transacciones
0.19
ctarjeta_visa_transacciones
0.18
cliente_antiguedad
0.18
Visa_mpagado
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_debitos_automaticos
0.21
mttarjeta_visa_debitos_automaticos
0.20
Visa_mpagospesos
-0.13
Master_mpagospesos
-0.12
Visa_mlimitecompra
0.11
Visa_mfinanciacion_limite
0.11
ctarjeta_visa_transacciones
0.10
Visa_cconsumos
0.09
cpagomiscuentas
0.08
mtarjeta_visa_consumo
0.08
Visa_fechaalta
0.07
Visa_msaldopesos
0.07
ctrx_quarter
0.06
mprestamos_personales
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
0.35
tpaquete3
0.23
cprestamos_prendarios
0.20
Master_fultimo_cierre
0.20
ccajas_depositos
0.17
mforex_sell
0.16
Visa_Finiciomora
0.15
tmobile_app
0.15
cseguro_vivienda
0.12
mcheques_depositados
0.12
tpaquete1
0.11
Master_cconsumos
0.11
ctarjeta_master_debitos_automaticos
0.10
cproductos
0.10
MOST FREQUENT VALUES
0.0
588
92.5%
1304.4
1
0.2%
5046.36
1
0.2%
16412.8
1
0.2%
8933.23
1
0.2%
48044.95
1
0.2%
1199.33
1
0.2%
11746.8
1
0.2%
105.3
1
0.2%
219.43
1
0.2%
861.54
1
0.2%
0.02
1
0.2%
1905.04
1
0.2%
2107.07
1
0.2%
26364.75
1
0.2%
SMALLEST VALUES
0.0
588
92.5%
0.02
1
0.2%
11.7
1
0.2%
31.76
1
0.2%
105.3
1
0.2%
167.34
1
0.2%
182.12
1
0.2%
219.43
1
0.2%
861.54
1
0.2%
862.04
1
0.2%
973.4
1
0.2%
1199.33
1
0.2%
1247.88
1
0.2%
1302.06
1
0.2%
1304.4
1
0.2%
LARGEST VALUES
54456.51
1
0.2%
48044.95
1
0.2%
26910.0
1
0.2%
26364.75
1
0.2%
23462.88
1
0.2%
22815.0
1
0.2%
17515.8
1
0.2%
17013.67
1
0.2%
16588.63
1
0.2%
16412.8
1
0.2%
15842.57
1
0.2%
14777.94
1
0.2%
14429.61
1
0.2%
11746.8
1
0.2%
11479.7
1
0.2%
Visa_mpagospesos
MISSING:
400
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
-0.71
Visa_mconsumototal
-0.71
mtarjeta_visa_consumo
-0.70
Visa_mconsumosdolares
-0.64
Visa_msaldodolares
-0.63
Visa_msaldototal
-0.62
Visa_mpagominimo
-0.56
mpasivos_margen
-0.52
Visa_msaldopesos
-0.48
Visa_cconsumos
-0.48
Visa_mpagosdolares
-0.47
Master_msaldodolares
-0.45
ctarjeta_visa_transacciones
-0.43
Master_mpagospesos
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.47
Master_cconsumos
0.37
cseguro_auto
0.20
Master_mpagosdolares
0.20
ctarjeta_master_debitos_automaticos
0.18
Visa_fultimo_cierre
0.17
tpaquete1
0.17
cmobile_app_trx
0.16
Master_fultimo_cierre
0.16
thomebanking
0.15
cproductos
0.15
tmobile_app
0.14
ccaja_seguridad
0.13
active_quarter
0.13
MOST FREQUENT VALUES
0.0
30
8.0%
-702.0
2
0.5%
-7020.0
2
0.5%
-1786.11
2
0.5%
-69498.0
1
0.3%
-20841.33
1
0.3%
-1404.0
1
0.3%
-3102.8
1
0.3%
-17200.2
1
0.3%
-362.37
1
0.3%
-9719.4
1
0.3%
-56692.06
1
0.3%
-43173.0
1
0.3%
-2599.92
1
0.3%
-42456.59
1
0.3%
SMALLEST VALUES
-324747.89
1
0.3%
-274040.81
1
0.3%
-210807.49
1
0.3%
-205194.6
1
0.3%
-180016.2
1
0.3%
-162979.49
1
0.3%
-162630.0
1
0.3%
-111831.23
1
0.3%
-111375.7
1
0.3%
-96374.44
1
0.3%
-95911.49
1
0.3%
-94746.6
1
0.3%
-94296.15
1
0.3%
-93140.58
1
0.3%
-87754.98
1
0.3%
LARGEST VALUES
6973.2
1
0.3%
4196.13
1
0.3%
0.0
30
8.0%
-0.01
1
0.3%
-23.4
1
0.3%
-25.9
1
0.3%
-31.76
1
0.3%
-31.77
1
0.3%
-39.8
1
0.3%
-69.03
1
0.3%
-71.04
1
0.3%
-80.95
1
0.3%
-81.9
1
0.3%
-87.94
1
0.3%
-113.72
1
0.3%
Visa_mpagosdolares
MISSING:
400
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumosdolares
0.79
Visa_msaldodolares
0.77
Visa_mconsumospesos
0.61
Visa_mconsumototal
0.61
mcaja_ahorro
0.54
Visa_mpagominimo
0.50
mtarjeta_visa_consumo
0.49
Visa_mpagospesos
-0.47
Visa_msaldototal
0.44
mpasivos_margen
0.44
Visa_mlimitecompra
0.28
Visa_mfinanciacion_limite
0.28
Master_mlimitecompra
0.26
Master_mfinanciacion_limite
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ctarjeta_debito
0.10
tcallcenter
0.09
cproductos
0.07
ccomisiones_mantenimiento
0.05
cmobile_app_trx
0.04
Master_fultimo_cierre
0.04
thomebanking
0.04
ctarjeta_master
0.03
Visa_fultimo_cierre
0.03
ctarjeta_visa
0.03
active_quarter
0.02
mdescubierto_preacordado
0.02
ccajas_transacciones
0.02
ctarjeta_master_debitos_automaticos
0.02
MOST FREQUENT VALUES
0.0
346
91.8%
1.17
4
1.1%
9.81
1
0.3%
336.46
1
0.3%
4.66
1
0.3%
12.46
1
0.3%
7.95
1
0.3%
0.04
1
0.3%
3159.03
1
0.3%
5.83
1
0.3%
32.73
1
0.3%
14.08
1
0.3%
528.2
1
0.3%
0.52
1
0.3%
7.09
1
0.3%
SMALLEST VALUES
0.0
346
91.8%
0.04
1
0.3%
0.52
1
0.3%
1.12
1
0.3%
1.15
1
0.3%
1.17
4
1.1%
1.36
1
0.3%
4.66
1
0.3%
5.68
1
0.3%
5.72
1
0.3%
5.83
1
0.3%
6.07
1
0.3%
6.18
1
0.3%
6.99
1
0.3%
7.09
1
0.3%
LARGEST VALUES
3159.03
1
0.3%
528.2
1
0.3%
336.46
1
0.3%
220.95
1
0.3%
82.18
1
0.3%
49.23
1
0.3%
32.73
1
0.3%
29.12
1
0.3%
14.08
1
0.3%
12.46
1
0.3%
10.64
1
0.3%
9.81
1
0.3%
8.28
1
0.3%
7.95
1
0.3%
7.09
1
0.3%
Visa_fechaalta
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cliente_antiguedad
0.84
Master_fechaalta
0.76
numero_de_cliente
-0.55
cliente_edad
0.32
Master_Fvencimiento
0.29
ccomisiones_otras
0.25
ctarjeta_visa_debitos_automaticos
0.20
mttarjeta_visa_debitos_automaticos
0.18
Visa_mlimitecompra
0.16
Visa_mfinanciacion_limite
0.16
mcomisiones_otras
0.14
mcomisiones
0.14
Master_mpagospesos
0.14
ccuenta_debitos_automaticos
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_fultimo_cierre
0.53
Master_fultimo_cierre
0.45
ctarjeta_visa
0.38
cproductos
0.38
ctarjeta_master
0.32
active_quarter
0.23
mdescubierto_preacordado
0.21
ctarjeta_debito
0.21
Master_cconsumos
0.20
ctarjeta_master_debitos_automaticos
0.18
minversion1_pesos
0.16
Master_mpagosdolares
0.11
ccomisiones_mantenimiento
0.11
Visa_status
0.11
MOST FREQUENT VALUES
377.0
3
0.5%
1480.0
3
0.5%
2876.0
3
0.5%
263.0
3
0.5%
1591.0
3
0.5%
2810.0
2
0.3%
744.0
2
0.3%
1396.0
2
0.3%
395.0
2
0.3%
5240.0
2
0.3%
4007.0
2
0.3%
319.0
2
0.3%
5738.0
2
0.3%
856.0
2
0.3%
1152.0
2
0.3%
SMALLEST VALUES
13.0
1
0.2%
32.0
1
0.2%
40.0
1
0.2%
51.0
1
0.2%
72.0
1
0.2%
74.0
2
0.3%
86.0
1
0.2%
87.0
1
0.2%
89.0
1
0.2%
94.0
1
0.2%
109.0
1
0.2%
136.0
1
0.2%
138.0
1
0.2%
142.0
1
0.2%
156.0
1
0.2%
LARGEST VALUES
11140.0
1
0.2%
9497.0
1
0.2%
9153.0
1
0.2%
9127.0
1
0.2%
9024.0
1
0.2%
8854.0
1
0.2%
8606.0
1
0.2%
8553.0
1
0.2%
8552.0
1
0.2%
8549.0
1
0.2%
8531.0
1
0.2%
8528.0
1
0.2%
8494.0
1
0.2%
8452.0
1
0.2%
8333.0
1
0.2%
Visa_mconsumototal
MISSING:
400
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_mconsumospesos
1.00
mtarjeta_visa_consumo
0.95
Visa_mconsumosdolares
0.82
Visa_msaldodolares
0.81
Visa_msaldototal
0.76
Visa_mpagospesos
-0.71
Visa_mpagominimo
0.67
Visa_cconsumos
0.67
Visa_mpagosdolares
0.61
Visa_msaldopesos
0.59
ctarjeta_visa_transacciones
0.53
Master_msaldodolares
0.47
mpasivos_margen
0.44
mttarjeta_visa_debitos_automaticos
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mconsumosdolares
0.52
Master_cconsumos
0.43
ccaja_seguridad
0.30
Master_mpagosdolares
0.29
ctarjeta_master_debitos_automaticos
0.22
catm_trx_other
0.18
cseguro_auto
0.18
ccajas_depositos
0.17
ccajas_extracciones
0.16
cproductos
0.16
cmobile_app_trx
0.15
Master_fultimo_cierre
0.14
ctarjeta_master
0.13
tpaquete1
0.13
MOST FREQUENT VALUES
0.0
90
23.9%
1764.93
2
0.5%
516.14
2
0.5%
702.0
2
0.5%
585.0
2
0.5%
612.08
2
0.5%
397.8
2
0.5%
35066.73
1
0.3%
10003.07
1
0.3%
634.14
1
0.3%
861.54
1
0.3%
653.64
1
0.3%
10830.17
1
0.3%
19860.35
1
0.3%
944.85
1
0.3%
SMALLEST VALUES
-596.4
1
0.3%
-21.87
1
0.3%
-7.82
1
0.3%
-5.01
1
0.3%
-4.97
1
0.3%
-1.18
1
0.3%
0.0
90
23.9%
9.21
1
0.3%
15.79
1
0.3%
23.4
1
0.3%
29.19
1
0.3%
31.39
1
0.3%
31.69
1
0.3%
31.77
1
0.3%
49.71
1
0.3%
LARGEST VALUES
290516.79
1
0.3%
203392.89
1
0.3%
122415.21
1
0.3%
102855.42
1
0.3%
95259.73
1
0.3%
93917.71
1
0.3%
85368.09
1
0.3%
84401.98
1
0.3%
83316.48
1
0.3%
69394.8
1
0.3%
61845.84
1
0.3%
45586.26
1
0.3%
44358.56
1
0.3%
42751.98
1
0.3%
39363.02
1
0.3%
Visa_cconsumos
MISSING:
400
(51%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ctarjeta_visa_transacciones
0.82
mtarjeta_visa_consumo
0.71
Visa_mconsumospesos
0.67
Visa_mconsumototal
0.67
ctarjeta_visa_debitos_automaticos
0.57
ctrx_quarter
0.53
mttarjeta_visa_debitos_automaticos
0.50
Visa_mpagospesos
-0.48
Visa_msaldototal
0.47
Visa_msaldopesos
0.43
Visa_mconsumosdolares
0.36
Visa_msaldodolares
0.35
mpasivos_margen
0.34
Visa_mpagominimo
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_mpagosdolares
0.51
Master_cconsumos
0.41
Master_mconsumosdolares
0.36
ccajas_extracciones
0.36
catm_trx_other
0.34
ctarjeta_master_debitos_automaticos
0.30
cproductos
0.30
minversion1_pesos
0.28
ccaja_seguridad
0.24
ctarjeta_visa
0.23
Visa_fultimo_cierre
0.20
cmobile_app_trx
0.19
ctarjeta_master
0.19
Master_fultimo_cierre
0.19
MOST FREQUENT VALUES
1.0
99
26.3%
0.0
90
23.9%
2.0
42
11.1%
3.0
30
8.0%
5.0
24
6.4%
6.0
18
4.8%
4.0
16
4.2%
9.0
12
3.2%
7.0
11
2.9%
8.0
10
2.7%
11.0
4
1.1%
12.0
2
0.5%
20.0
2
0.5%
13.0
2
0.5%
14.0
2
0.5%
SMALLEST VALUES
0.0
90
23.9%
1.0
99
26.3%
2.0
42
11.1%
3.0
30
8.0%
4.0
16
4.2%
5.0
24
6.4%
6.0
18
4.8%
7.0
11
2.9%
8.0
10
2.7%
9.0
12
3.2%
10.0
2
0.5%
11.0
4
1.1%
12.0
2
0.5%
13.0
2
0.5%
14.0
2
0.5%
LARGEST VALUES
52.0
1
0.3%
33.0
1
0.3%
28.0
1
0.3%
27.0
1
0.3%
26.0
1
0.3%
25.0
2
0.5%
21.0
1
0.3%
20.0
2
0.5%
16.0
2
0.5%
15.0
1
0.3%
14.0
2
0.5%
13.0
2
0.5%
12.0
2
0.5%
11.0
4
1.1%
10.0
2
0.5%
Visa_cadelantosefectivo
MISSING:
400
(51%)
TOP CATEGORIES
0.0
377
100%
ALL
377
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visa_cadelantosefectivo
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON Visa_cadelantosefectivo:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visa_cadelantosefectivo
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00
Visa_mpagominimo
MISSING:
141
(18%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visa_msaldototal
0.85
Visa_msaldodolares
0.77
Visa_mconsumosdolares
0.77
Visa_msaldopesos
0.71
Visa_mconsumospesos
0.67
Visa_mconsumototal
0.67
mtarjeta_visa_consumo
0.64
Master_msaldodolares
0.57
Visa_mpagospesos
-0.56
Visa_mpagosdolares
0.50
Master_mpagominimo
0.47
Master_msaldototal
0.39
Master_msaldopesos
0.35
ctarjeta_visa_transacciones
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Master_cconsumos
0.67
Master_mconsumosdolares
0.59
ctarjeta_master_debitos_automaticos
0.56
ccaja_seguridad
0.12
tpaquete1
0.10
tpaquete4
0.09
tcallcenter
0.09
Master_status
0.08
tmobile_app
0.08
Master_fultimo_cierre
0.08
cmobile_app_trx
0.08
thomebanking
0.08
catm_trx_other
0.08
Visa_status
0.07
MOST FREQUENT VALUES
0.0
335
52.7%
11.7
16
2.5%
23.4
14
2.2%
210.6
10
1.6%
117.0
8
1.3%
81.9
7
1.1%
35.1
6
0.9%
46.8
5
0.8%
58.5
5
0.8%
105.3
4
0.6%
70.2
4
0.6%
304.2
4
0.6%
152.1
4
0.6%
163.8
4
0.6%
526.5
3
0.5%
SMALLEST VALUES
0.0
335
52.7%
11.7
16
2.5%
23.4
14
2.2%
35.1
6
0.9%
46.8
5
0.8%
58.5
5
0.8%
70.2
4
0.6%
81.9
7
1.1%
93.6
2
0.3%
105.3
4
0.6%
117.0
8
1.3%
128.7
2
0.3%
140.4
2
0.3%
152.1
4
0.6%
163.8
4
0.6%
LARGEST VALUES
218673.0
1
0.2%
200807.1
1
0.2%
195682.5
1
0.2%
118170.0
1
0.2%
71077.5
1
0.2%
40844.7
1
0.2%
38551.5
1
0.2%
26594.1
1
0.2%
25880.4
1
0.2%
24312.6
1
0.2%
19141.2
1
0.2%
17491.5
1
0.2%
17327.7
1
0.2%
15561.0
1
0.2%
13759.2
1
0.2%
clase_ternaria
MISSING:
---
TOP CATEGORIES
BAJA+1
777
100%
ALL
777
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
clase_ternaria
PROVIDES INFORMATION ON...
foto_mes
1.00
tpaquete2
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
mplazo_fijo_pesos
1.00
mpayroll2
1.00
cpayroll2_trx
1.00
ccajeros_propios_descuentos
1.00
mcajeros_propios_descuentos
1.00
ctarjeta_visa_descuentos
1.00
mtarjeta_visa_descuentos
1.00
ctarjeta_master_descuentos
1.00
mtarjeta_master_descuentos
1.00
ccheques_depositados_rechazados
1.00

THESE FEATURES
GIVE INFORMATION
ON clase_ternaria:
foto_mes
1.00
active_quarter
1.00
cliente_vip
1.00
internet
1.00
cproductos
1.00
tpaquete1
1.00
tpaquete2
1.00
tpaquete3
1.00
tpaquete4
1.00
tcuentas
1.00
ccuenta_corriente
1.00
mcuenta_corriente_adicional
1.00
ccaja_ahorro
1.00
mdescubierto_preacordado
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
clase_ternaria
CORRELATION RATIO WITH...
numero_de_cliente
0.00
cliente_edad
0.00
cliente_antiguedad
0.00
mrentabilidad
0.00
mrentabilidad_annual
0.00
mcomisiones
0.00
mactivos_margen
0.00
mpasivos_margen
0.00
mcuenta_corriente
0.00
mcaja_ahorro
0.00
mcaja_ahorro_adicional
0.00
mcaja_ahorro_dolares
0.00
mcuentas_saldo
0.00
ctarjeta_debito_transacciones
0.00